localtests.txt

                                                                                                                           rmsea
Fedu _||_ G3 | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              0.617009040
Fedu _||_ G3 | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            0.554869725
Fedu _||_ G3 | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   0.838235294
Fedu _||_ G3 | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           0.644359634
Fedu _||_ G3 | failures, famsup, higher, paid                                                                        0.108272361
Fedu _||_ G3 | famrel, higher                                                                                        0.085960304
Fedu _||_ G3 | Fjob, Mjob, higher                                                                                    0.181463528
Fedu _||_ G3 | Fjob, Medu, higher                                                                                    0.285403044
Fedu _||_ Medu                                                                                                       0.189542651
Fedu _||_ Mjob                                                                                                       0.101821902
Fedu _||_ absences | traveltime                                                                                      0.051286840
Fedu _||_ absences | school                                                                                          0.000000000
Fedu _||_ absences | higher                                                                                          0.005033945
Fedu _||_ activities                                                                                                 0.041797258
Fedu _||_ age                                                                                                        0.032612416
Fedu _||_ failures | absences                                                                                        0.026824482
Fedu _||_ failures | traveltime                                                                                      0.097051920
Fedu _||_ failures | school                                                                                          0.022356363
Fedu _||_ failures | higher                                                                                          0.036291187
Fedu _||_ famrel | Fjob                                                                                              0.065300776
Fedu _||_ famsup | famrel, higher                                                                                    0.066864732
Fedu _||_ famsup | Fjob, Mjob, higher                                                                                0.169556036
Fedu _||_ famsup | Fjob, Medu, higher                                                                                0.115160166
Fedu _||_ freetime | paid, schoolsup, traveltime                                                                     0.139182510
Fedu _||_ freetime | absences, paid, school, schoolsup                                                               0.164987984
Fedu _||_ freetime | failures, paid, school                                                                          0.194657353
Fedu _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 0.358195973
Fedu _||_ freetime | famrel, famsup, school                                                                          0.174825556
Fedu _||_ freetime | failures, higher, paid                                                                          0.109317340
Fedu _||_ freetime | famrel, higher                                                                                  0.085778988
Fedu _||_ freetime | Fjob, Mjob, higher                                                                              0.152956260
Fedu _||_ freetime | Fjob, Medu, higher                                                                              0.208577133
Fedu _||_ goout                                                                                                      0.000000000
Fedu _||_ health                                                                                                     0.033356641
Fedu _||_ paid | failures, famrel, famsup                                                                            0.238741196
Fedu _||_ paid | absences, famrel, famsup                                                                            0.074096873
Fedu _||_ paid | famrel, famsup, traveltime                                                                          0.039529800
Fedu _||_ paid | famrel, famsup, school                                                                              0.080021905
Fedu _||_ paid | famrel, higher                                                                                      0.008689517
Fedu _||_ paid | Fjob, Mjob, higher                                                                                  0.120502543
Fedu _||_ paid | Fjob, Medu, higher                                                                                  0.104595122
Fedu _||_ romantic                                                                                                   0.048418254
Fedu _||_ school | higher                                                                                            0.049310371
Fedu _||_ schoolsup | school                                                                                         0.030338518
Fedu _||_ schoolsup | higher                                                                                         0.000000000
Fedu _||_ studytime | failures, famsup, higher, paid                                                                 0.224218045
Fedu _||_ studytime | famrel, higher                                                                                 0.125465712
Fedu _||_ studytime | Fjob, Mjob, higher                                                                             0.271575973
Fedu _||_ studytime | Fjob, Medu, higher                                                                             0.203196902
Fedu _||_ traveltime | school                                                                                        0.035814702
Fedu _||_ traveltime | higher                                                                                        0.045059068
Fjob _||_ G3 | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              0.575292710
Fjob _||_ G3 | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            0.611742135
Fjob _||_ G3 | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   0.868359626
Fjob _||_ G3 | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           0.619578446
Fjob _||_ G3 | failures, famsup, higher, paid                                                                        0.193252689
Fjob _||_ G3 | famrel, higher                                                                                        0.048878759
Fjob _||_ G3 | Fedu, Medu, famrel                                                                                    0.231050808
Fjob _||_ G3 | Fedu, Mjob, famrel                                                                                    0.222994601
Fjob _||_ Medu                                                                                                       0.091885890
Fjob _||_ Mjob                                                                                                       0.106855159
Fjob _||_ absences | traveltime                                                                                      0.054307277
Fjob _||_ absences | school                                                                                          0.016617484
Fjob _||_ absences | higher                                                                                          0.055322601
Fjob _||_ absences | Fedu                                                                                            0.028142121
Fjob _||_ activities                                                                                                 0.000000000
Fjob _||_ age                                                                                                        0.023616561
Fjob _||_ failures | absences                                                                                        0.017003281
Fjob _||_ failures | traveltime                                                                                      0.000000000
Fjob _||_ failures | school                                                                                          0.000000000
Fjob _||_ failures | higher                                                                                          0.000000000
Fjob _||_ failures | Fedu                                                                                            0.136278753
Fjob _||_ famsup | famrel, higher                                                                                    0.102775432
Fjob _||_ famsup | Fedu, Medu, famrel                                                                                0.232764772
Fjob _||_ famsup | Fedu, Mjob, famrel                                                                                0.281737292
Fjob _||_ freetime | paid, schoolsup, traveltime                                                                     0.134908312
Fjob _||_ freetime | absences, paid, school, schoolsup                                                               0.110619450
Fjob _||_ freetime | failures, paid, school                                                                          0.217248333
Fjob _||_ freetime | failures, higher, paid                                                                          0.170774959
Fjob _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 0.280818374
Fjob _||_ freetime | famrel, famsup, school                                                                          0.069118483
Fjob _||_ freetime | famrel, higher                                                                                  0.065141835
Fjob _||_ freetime | Fedu, Medu, famrel                                                                              0.205162312
Fjob _||_ freetime | Fedu, Mjob, famrel                                                                              0.224739692
Fjob _||_ goout                                                                                                      0.000000000
Fjob _||_ health                                                                                                     0.000000000
Fjob _||_ higher | Fedu                                                                                              0.000000000
Fjob _||_ paid | failures, famrel, famsup                                                                            0.121451643
Fjob _||_ paid | absences, famrel, famsup                                                                            0.029065959
Fjob _||_ paid | famrel, famsup, traveltime                                                                          0.072916550
Fjob _||_ paid | famrel, famsup, school                                                                              0.040052717
Fjob _||_ paid | famrel, higher                                                                                      0.039913136
Fjob _||_ paid | Fedu, Medu, famrel                                                                                  0.079240568
Fjob _||_ paid | Fedu, Mjob, famrel                                                                                  0.110489835
Fjob _||_ romantic                                                                                                   0.000000000
Fjob _||_ school | higher                                                                                            0.072372010
Fjob _||_ school | Fedu                                                                                              0.056638274
Fjob _||_ schoolsup | school                                                                                         0.033100608
Fjob _||_ schoolsup | higher                                                                                         0.020331151
Fjob _||_ schoolsup | Fedu                                                                                           0.156049211
Fjob _||_ studytime | failures, famsup, higher, paid                                                                 0.221174176
Fjob _||_ studytime | famrel, higher                                                                                 0.082969946
Fjob _||_ studytime | Fedu, Medu, famrel                                                                             0.289061662
Fjob _||_ studytime | Fedu, Mjob, famrel                                                                             0.236846963
Fjob _||_ traveltime | school                                                                                        0.010092966
Fjob _||_ traveltime | higher                                                                                        0.004258597
Fjob _||_ traveltime | Fedu                                                                                          0.130910076
G3 _||_ Medu | Fedu, Mjob, higher                                                                                    0.111292854
G3 _||_ Medu | Fjob, Mjob, higher                                                                                    0.115265854
G3 _||_ Medu | famrel, higher                                                                                        0.085613069
G3 _||_ Medu | failures, famsup, higher, paid                                                                        0.281911650
G3 _||_ Medu | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           0.731911469
G3 _||_ Medu | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   0.828571429
G3 _||_ Medu | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            0.609201699
G3 _||_ Medu | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              0.639694856
G3 _||_ Mjob | Fjob, Medu, famrel                                                                                    0.213970183
G3 _||_ Mjob | Fedu, Medu, famrel                                                                                    0.245126864
G3 _||_ Mjob | famrel, higher                                                                                        0.163659272
G3 _||_ Mjob | failures, famsup, higher, paid                                                                        0.054675386
G3 _||_ Mjob | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           0.698423848
G3 _||_ Mjob | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   0.826929550
G3 _||_ Mjob | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            0.625996814
G3 _||_ Mjob | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              0.650601648
G3 _||_ activities | age, freetime, paid, schoolsup, traveltime                                                      0.224630941
G3 _||_ activities | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                      0.510936273
G3 _||_ activities | absences, age, freetime, health, paid, school, schoolsup                                        0.555045592
G3 _||_ activities | absences, age, failures, freetime, health, higher, paid, schoolsup                              0.543525367
G3 _||_ activities | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                        0.639908911
G3 _||_ age | activities, failures, famsup, freetime, goout, health, higher, paid, romantic, schoolsup, studytime    0.738259730
G3 _||_ age | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    0.852771098
G3 _||_ age | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                             0.602218229
G3 _||_ age | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                               0.628204762
G3 _||_ famrel | failures, famsup, higher, paid                                                                      0.158358759
G3 _||_ famrel | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                         0.653885548
G3 _||_ famrel | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime 0.865384615
G3 _||_ famrel | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                          0.563736154
G3 _||_ famrel | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                            0.602927123
G3 _||_ goout | age, freetime, paid, schoolsup, traveltime                                                           0.374408493
G3 _||_ goout | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                           0.584707195
G3 _||_ goout | absences, age, freetime, health, paid, school, schoolsup                                             0.584144186
G3 _||_ goout | absences, age, failures, freetime, health, higher, paid, schoolsup                                   0.557328789
G3 _||_ goout | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                             0.633342165
G3 _||_ higher | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                         0.767853734
G3 _||_ higher | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime 1.000000000
G3 _||_ higher | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                          0.476190476
G3 _||_ higher | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                            0.640824829
G3 _||_ romantic | age, freetime, paid, schoolsup, traveltime                                                        0.323520668
G3 _||_ romantic | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                        0.531519081
G3 _||_ romantic | absences, age, freetime, health, paid, school, schoolsup                                          0.375108810
G3 _||_ romantic | absences, age, failures, freetime, health, higher, paid, schoolsup                                0.418665998
G3 _||_ romantic | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                          0.528516347
G3 _||_ school | failures, higher, schoolsup, traveltime                                                             0.301447504
G3 _||_ school | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                          0.643721203
G3 _||_ school | absences, activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup          0.680020315
G3 _||_ school | absences, age, failures, freetime, health, higher, paid, schoolsup                                  0.551817062
G3 _||_ school | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                            0.583884662
G3 _||_ traveltime | absences, activities, freetime, goout, health, paid, romantic, school, schoolsup                0.794444444
G3 _||_ traveltime | absences, age, freetime, health, paid, school, schoolsup                                        0.564632922
G3 _||_ traveltime | absences, activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup      0.749519952
G3 _||_ traveltime | absences, age, failures, freetime, health, higher, paid, schoolsup                              0.532863772
G3 _||_ traveltime | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                        0.641999170
Medu _||_ absences | traveltime                                                                                      0.024143522
Medu _||_ absences | school                                                                                          0.015506753
Medu _||_ absences | higher                                                                                          0.005901291
Medu _||_ activities                                                                                                 0.060843061
Medu _||_ age                                                                                                        0.024276138
Medu _||_ failures | absences                                                                                        0.056901478
Medu _||_ failures | traveltime                                                                                      0.049648833
Medu _||_ failures | school                                                                                          0.060425431
Medu _||_ failures | higher                                                                                          0.058276947
Medu _||_ famrel | Mjob                                                                                              0.020724209
Medu _||_ famsup | famrel, higher                                                                                    0.024356419
Medu _||_ famsup | Fjob, Mjob, higher                                                                                0.151231341
Medu _||_ famsup | Fedu, Mjob, higher                                                                                0.103097040
Medu _||_ freetime | paid, schoolsup, traveltime                                                                     0.149261397
Medu _||_ freetime | absences, paid, school, schoolsup                                                               0.205559525
Medu _||_ freetime | failures, paid, school                                                                          0.210625576
Medu _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 0.345489051
Medu _||_ freetime | famrel, famsup, school                                                                          0.108121879
Medu _||_ freetime | failures, higher, paid                                                                          0.202377399
Medu _||_ freetime | famrel, higher                                                                                  0.151592691
Medu _||_ freetime | Fjob, Mjob, higher                                                                              0.121458327
Medu _||_ freetime | Fedu, Mjob, higher                                                                              0.160456332
Medu _||_ goout                                                                                                      0.000000000
Medu _||_ health                                                                                                     0.000000000
Medu _||_ paid | failures, famrel, famsup                                                                            0.190684324
Medu _||_ paid | absences, famrel, famsup                                                                            0.046294446
Medu _||_ paid | famrel, famsup, traveltime                                                                          0.027415646
Medu _||_ paid | famrel, famsup, school                                                                              0.047856893
Medu _||_ paid | famrel, higher                                                                                      0.029069768
Medu _||_ paid | Fjob, Mjob, higher                                                                                  0.124096253
Medu _||_ paid | Fedu, Mjob, higher                                                                                  0.071119685
Medu _||_ romantic                                                                                                   0.024371218
Medu _||_ school | higher                                                                                            0.124261359
Medu _||_ schoolsup | school                                                                                         0.000000000
Medu _||_ schoolsup | higher                                                                                         0.000000000
Medu _||_ studytime | failures, famsup, higher, paid                                                                 0.258792904
Medu _||_ studytime | famrel, higher                                                                                 0.070163827
Medu _||_ studytime | Fjob, Mjob, higher                                                                             0.112475240
Medu _||_ studytime | Fedu, Mjob, higher                                                                             0.159952094
Medu _||_ traveltime | school                                                                                        0.045874046
Medu _||_ traveltime | higher                                                                                        0.035725040
Mjob _||_ absences | traveltime                                                                                      0.097119587
Mjob _||_ absences | school                                                                                          0.014571182
Mjob _||_ absences | higher                                                                                          0.000000000
Mjob _||_ absences | Medu                                                                                            0.070356398
Mjob _||_ activities                                                                                                 0.052417809
Mjob _||_ age                                                                                                        0.026396078
Mjob _||_ failures | absences                                                                                        0.027355148
Mjob _||_ failures | traveltime                                                                                      0.035050129
Mjob _||_ failures | school                                                                                          0.019506741
Mjob _||_ failures | higher                                                                                          0.009099786
Mjob _||_ failures | Medu                                                                                            0.054710158
Mjob _||_ famsup | famrel, higher                                                                                    0.045092244
Mjob _||_ famsup | Fedu, Medu, famrel                                                                                0.186154641
Mjob _||_ famsup | Fjob, Medu, famrel                                                                                0.301485344
Mjob _||_ freetime | paid, schoolsup, traveltime                                                                     0.186320212
Mjob _||_ freetime | absences, paid, school, schoolsup                                                               0.172572929
Mjob _||_ freetime | failures, paid, school                                                                          0.221740156
Mjob _||_ freetime | failures, higher, paid                                                                          0.205242308
Mjob _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 0.281395170
Mjob _||_ freetime | famrel, famsup, school                                                                          0.106054383
Mjob _||_ freetime | famrel, higher                                                                                  0.087498814
Mjob _||_ freetime | Fedu, Medu, famrel                                                                              0.253352367
Mjob _||_ freetime | Fjob, Medu, famrel                                                                              0.252668076
Mjob _||_ goout                                                                                                      0.017491784
Mjob _||_ health                                                                                                     0.000000000
Mjob _||_ higher | Medu                                                                                              0.071075359
Mjob _||_ paid | failures, famrel, famsup                                                                            0.107034900
Mjob _||_ paid | absences, famrel, famsup                                                                            0.034910705
Mjob _||_ paid | famrel, famsup, traveltime                                                                          0.014411741
Mjob _||_ paid | famrel, famsup, school                                                                              0.024987245
Mjob _||_ paid | famrel, higher                                                                                      0.070796062
Mjob _||_ paid | Fedu, Medu, famrel                                                                                  0.147934742
Mjob _||_ paid | Fjob, Medu, famrel                                                                                  0.148939795
Mjob _||_ romantic                                                                                                   0.018898407
Mjob _||_ school | higher                                                                                            0.147155219
Mjob _||_ school | Medu                                                                                              0.055815397
Mjob _||_ schoolsup | school                                                                                         0.021228595
Mjob _||_ schoolsup | higher                                                                                         0.015315913
Mjob _||_ schoolsup | Medu                                                                                           0.014932618
Mjob _||_ studytime | failures, famsup, higher, paid                                                                 0.179440095
Mjob _||_ studytime | famrel, higher                                                                                 0.060067509
Mjob _||_ studytime | Fedu, Medu, famrel                                                                             0.221766204
Mjob _||_ studytime | Fjob, Medu, famrel                                                                             0.231720200
Mjob _||_ traveltime | school                                                                                        0.020429879
Mjob _||_ traveltime | higher                                                                                        0.026433047
Mjob _||_ traveltime | Medu                                                                                          0.023600209
absences _||_ activities                                                                                             0.000000000
absences _||_ age                                                                                                    0.047957416
absences _||_ famrel | Fjob, Mjob                                                                                    0.231491928
absences _||_ famrel | Fjob, Medu                                                                                    0.245814669
absences _||_ famrel | Fedu, Mjob                                                                                    0.038976493
absences _||_ famrel | Fedu, Medu                                                                                    0.139023104
absences _||_ famrel | higher                                                                                        0.014700855
absences _||_ famrel | school                                                                                        0.039055173
absences _||_ famrel | traveltime                                                                                    0.080061099
absences _||_ famsup | higher                                                                                        0.000000000
absences _||_ famsup | school                                                                                        0.032292447
absences _||_ famsup | traveltime                                                                                    0.066527633
absences _||_ freetime | paid, schoolsup, traveltime                                                                 0.130593769
absences _||_ freetime | failures, traveltime                                                                        0.226920431
absences _||_ goout                                                                                                  0.031017232
absences _||_ higher | school                                                                                        0.072446461
absences _||_ higher | traveltime                                                                                    0.040363091
absences _||_ paid | failures, famrel, famsup                                                                        0.162797287
absences _||_ paid | failures, higher                                                                                0.009156520
absences _||_ paid | failures, school                                                                                0.040038247
absences _||_ paid | failures, traveltime                                                                            0.149696744
absences _||_ romantic                                                                                               0.020318290
absences _||_ school | traveltime                                                                                    0.059476661
absences _||_ schoolsup | failures, school                                                                           0.132870791
absences _||_ schoolsup | failures, traveltime                                                                       0.031901384
absences _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                   0.329539176
absences _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                   0.398951380
absences _||_ studytime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup           0.568100543
absences _||_ studytime | activities, failures, freetime, goout, health, paid, romantic, school, schoolsup           0.622795017
absences _||_ studytime | failures, health, traveltime                                                               0.204155914
activities _||_ failures                                                                                             0.045049410
activities _||_ famrel                                                                                               0.000000000
activities _||_ famsup                                                                                               0.000000000
activities _||_ goout                                                                                                0.029043285
activities _||_ health                                                                                               0.003447662
activities _||_ higher                                                                                               0.021831617
activities _||_ paid                                                                                                 0.052826521
activities _||_ romantic | age                                                                                       0.031709460
activities _||_ school                                                                                               0.079495765
activities _||_ schoolsup                                                                                            0.000000000
activities _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                 0.303317910
activities _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                 0.395845272
activities _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                 0.527468512
activities _||_ studytime | age, freetime, paid, schoolsup, traveltime                                               0.211608567
activities _||_ traveltime                                                                                           0.000000000
age _||_ failures                                                                                                    0.125458718
age _||_ famrel                                                                                                      0.014324746
age _||_ famsup                                                                                                      0.033126889
age _||_ freetime | activities, goout, romantic                                                                      0.051772780
age _||_ goout                                                                                                       0.030484269
age _||_ health                                                                                                      0.000000000
age _||_ higher                                                                                                      0.160400162
age _||_ paid                                                                                                        0.000000000
age _||_ school                                                                                                      0.021140280
age _||_ schoolsup                                                                                                   0.089728109
age _||_ traveltime                                                                                                  0.014131993
failures _||_ famrel | Fjob, Mjob                                                                                    0.121427770
failures _||_ famrel | Fjob, Medu                                                                                    0.096898157
failures _||_ famrel | Fedu, Mjob                                                                                    0.106660594
failures _||_ famrel | Fedu, Medu                                                                                    0.232241681
failures _||_ famrel | higher                                                                                        0.051291122
failures _||_ famrel | school                                                                                        0.037772471
failures _||_ famrel | traveltime                                                                                    0.016334391
failures _||_ famrel | absences                                                                                      0.034156859
failures _||_ famsup | higher                                                                                        0.030087158
failures _||_ famsup | school                                                                                        0.007158293
failures _||_ famsup | traveltime                                                                                    0.011171632
failures _||_ famsup | absences                                                                                      0.021319907
failures _||_ freetime | paid, schoolsup, traveltime                                                                 0.075291586
failures _||_ freetime | absences, paid, school, schoolsup                                                           0.190666000
failures _||_ goout                                                                                                  0.000000000
failures _||_ health | absences                                                                                      0.024026403
failures _||_ higher | school                                                                                        0.168548342
failures _||_ higher | traveltime                                                                                    0.105310581
failures _||_ higher | absences                                                                                      0.181191081
failures _||_ romantic                                                                                               0.027297996
failures _||_ school | traveltime                                                                                    0.038850987
failures _||_ school | absences                                                                                      0.113299223
failures _||_ traveltime | absences                                                                                  0.026506863
famrel _||_ freetime | paid, schoolsup, traveltime                                                                   0.132780700
famrel _||_ freetime | absences, paid, school, schoolsup                                                             0.220208239
famrel _||_ freetime | failures, paid, school                                                                        0.259003967
famrel _||_ freetime | failures, higher, paid                                                                        0.187948998
famrel _||_ goout                                                                                                    0.033813738
famrel _||_ health                                                                                                   0.035919490
famrel _||_ higher | Fedu, Medu                                                                                      0.133598510
famrel _||_ higher | Fedu, Mjob                                                                                      0.080199566
famrel _||_ higher | Fjob, Medu                                                                                      0.112850499
famrel _||_ higher | Fjob, Mjob                                                                                      0.134328544
famrel _||_ romantic                                                                                                 0.029540238
famrel _||_ school | higher                                                                                          0.022444705
famrel _||_ school | Fedu, Medu                                                                                      0.148228743
famrel _||_ school | Fedu, Mjob                                                                                      0.060911222
famrel _||_ school | Fjob, Medu                                                                                      0.087215986
famrel _||_ school | Fjob, Mjob                                                                                      0.220577331
famrel _||_ schoolsup | school                                                                                       0.016506680
famrel _||_ schoolsup | higher                                                                                       0.007336332
famrel _||_ schoolsup | Fedu, Medu                                                                                   0.121463404
famrel _||_ schoolsup | Fedu, Mjob                                                                                   0.120824473
famrel _||_ schoolsup | Fjob, Medu                                                                                   0.187945869
famrel _||_ schoolsup | Fjob, Mjob                                                                                   0.156549136
famrel _||_ studytime | failures, famsup, higher, paid                                                               0.214179758
famrel _||_ traveltime | school                                                                                      0.015699924
famrel _||_ traveltime | higher                                                                                      0.000000000
famrel _||_ traveltime | Fedu, Medu                                                                                  0.188916534
famrel _||_ traveltime | Fedu, Mjob                                                                                  0.082310956
famrel _||_ traveltime | Fjob, Medu                                                                                  0.086122860
famrel _||_ traveltime | Fjob, Mjob                                                                                  0.187887888
famsup _||_ freetime | paid, schoolsup, traveltime                                                                   0.102895865
famsup _||_ freetime | absences, paid, school, schoolsup                                                             0.127391406
famsup _||_ freetime | failures, paid, school                                                                        0.083194739
famsup _||_ freetime | failures, higher, paid                                                                        0.169821213
famsup _||_ goout                                                                                                    0.028669556
famsup _||_ health                                                                                                   0.000000000
famsup _||_ romantic                                                                                                 0.000000000
famsup _||_ school | higher                                                                                          0.030138574
famsup _||_ schoolsup | school                                                                                       0.047635082
famsup _||_ schoolsup | higher                                                                                       0.087659415
famsup _||_ traveltime | school                                                                                      0.000000000
famsup _||_ traveltime | higher                                                                                      0.018735263
freetime _||_ health | absences, traveltime                                                                          0.191693950
freetime _||_ health | failures, traveltime                                                                          0.247637319
freetime _||_ health | paid, schoolsup, traveltime                                                                   0.194578925
freetime _||_ higher | famrel, famsup, school                                                                        0.157633120
freetime _||_ higher | failures, paid, school                                                                        0.122256013
freetime _||_ higher | absences, paid, school, schoolsup                                                             0.079349115
freetime _||_ higher | failures, famrel, famsup, schoolsup, traveltime                                               0.312810391
freetime _||_ higher | paid, schoolsup, traveltime                                                                   0.101368320
freetime _||_ school | failures, higher, schoolsup, traveltime                                                       0.204544127
freetime _||_ school | failures, famrel, famsup, schoolsup, traveltime                                               0.257374278
freetime _||_ school | paid, schoolsup, traveltime                                                                   0.071603958
goout _||_ health                                                                                                    0.023544975
goout _||_ higher                                                                                                    0.062672664
goout _||_ paid                                                                                                      0.029548915
goout _||_ school                                                                                                    0.041007109
goout _||_ schoolsup                                                                                                 0.000000000
goout _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                      0.397223894
goout _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                      0.430639216
goout _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                      0.579574263
goout _||_ studytime | age, freetime, paid, schoolsup, traveltime                                                    0.288507042
goout _||_ traveltime                                                                                                0.030855962
health _||_ higher                                                                                                   0.000000000
health _||_ paid | failures, famrel, famsup                                                                          0.114920731
health _||_ paid | failures, higher                                                                                  0.054907393
health _||_ paid | failures, school                                                                                  0.000000000
health _||_ paid | absences, famrel, famsup                                                                          0.094105328
health _||_ paid | absences, higher                                                                                  0.019475651
health _||_ paid | absences, school                                                                                  0.013905559
health _||_ paid | failures, traveltime                                                                              0.081475127
health _||_ paid | absences, traveltime                                                                              0.064362936
health _||_ romantic                                                                                                 0.000000000
health _||_ school                                                                                                   0.000000000
health _||_ schoolsup | failures, school                                                                             0.209435812
health _||_ schoolsup | absences, school                                                                             0.018498257
health _||_ schoolsup | failures, traveltime                                                                         0.035136418
health _||_ schoolsup | absences, traveltime                                                                         0.051672118
health _||_ traveltime                                                                                               0.000000000
higher _||_ paid | failures, famrel, famsup                                                                          0.072253332
higher _||_ paid | absences, famrel, famsup                                                                          0.105009713
higher _||_ paid | famrel, famsup, traveltime                                                                        0.124283971
higher _||_ paid | famrel, famsup, school                                                                            0.108932370
higher _||_ romantic                                                                                                 0.091379929
higher _||_ schoolsup | school                                                                                       0.057288501
higher _||_ traveltime | school                                                                                      0.026758085
paid _||_ romantic                                                                                                   0.000000000
paid _||_ school | higher, traveltime                                                                                0.000000000
paid _||_ school | absences, higher                                                                                  0.000000000
paid _||_ school | famrel, famsup, traveltime                                                                        0.106710273
paid _||_ school | absences, famrel, famsup                                                                          0.046938842
paid _||_ school | failures, higher                                                                                  0.110418206
paid _||_ school | failures, famrel, famsup                                                                          0.120605676
paid _||_ schoolsup | failures, school                                                                               0.011671491
paid _||_ schoolsup | failures, higher                                                                               0.013655177
paid _||_ schoolsup | failures, famrel, famsup                                                                       0.064867912
paid _||_ traveltime | absences, school                                                                              0.006379698
paid _||_ traveltime | absences, higher                                                                              0.000000000
paid _||_ traveltime | absences, famrel, famsup                                                                      0.088779404
paid _||_ traveltime | failures, school                                                                              0.014726999
paid _||_ traveltime | failures, higher                                                                              0.020833333
paid _||_ traveltime | failures, famrel, famsup                                                                      0.109104440
romantic _||_ school                                                                                                 0.060693190
romantic _||_ schoolsup                                                                                              0.085818701
romantic _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                   0.357479590
romantic _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                   0.397714781
romantic _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                   0.446498973
romantic _||_ studytime | age, freetime, paid, schoolsup, traveltime                                                 0.317442405
romantic _||_ traveltime                                                                                             0.000000000
school _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                     0.308266831
school _||_ studytime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup             0.607859979
school _||_ studytime | failures, higher, schoolsup, traveltime                                                      0.288432670
schoolsup _||_ traveltime | absences, school                                                                         0.055296336
schoolsup _||_ traveltime | failures, school                                                                         0.059610782
studytime _||_ traveltime | absences, activities, freetime, goout, health, paid, romantic, school, schoolsup         0.737576807
studytime _||_ traveltime | absences, age, freetime, health, paid, school, schoolsup                                 0.621949906
studytime _||_ traveltime | activities, failures, freetime, goout, health, paid, romantic, school, schoolsup         0.661131290
studytime _||_ traveltime | age, failures, freetime, health, paid, school, schoolsup                                 0.456440244
studytime _||_ traveltime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup         0.594054407
studytime _||_ traveltime | age, failures, freetime, health, higher, paid, schoolsup                                 0.357317536
                                                                                                                               x2
Fedu _||_ G3 | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              228.45833333
Fedu _||_ G3 | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            260.56555556
Fedu _||_ G3 | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    70.50000000
Fedu _||_ G3 | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           196.25000000
Fedu _||_ G3 | failures, famsup, higher, paid                                                                         91.10731715
Fedu _||_ G3 | famrel, higher                                                                                         79.86462861
Fedu _||_ G3 | Fjob, Mjob, higher                                                                                    166.26995203
Fedu _||_ G3 | Fjob, Medu, higher                                                                                    161.40596636
Fedu _||_ Medu                                                                                                       388.48508591
Fedu _||_ Mjob                                                                                                       123.49230998
Fedu _||_ absences | traveltime                                                                                       36.74680415
Fedu _||_ absences | school                                                                                           15.07702406
Fedu _||_ absences | higher                                                                                           16.80048635
Fedu _||_ activities                                                                                                   8.52825192
Fedu _||_ age                                                                                                         20.27031802
Fedu _||_ failures | absences                                                                                         49.51782180
Fedu _||_ failures | traveltime                                                                                       53.12029436
Fedu _||_ failures | school                                                                                           29.67104128
Fedu _||_ failures | higher                                                                                           24.54408418
Fedu _||_ famrel | Fjob                                                                                               62.47519544
Fedu _||_ famsup | famrel, higher                                                                                     32.28275430
Fedu _||_ famsup | Fjob, Mjob, higher                                                                                 67.85531978
Fedu _||_ famsup | Fjob, Medu, higher                                                                                 62.63178729
Fedu _||_ freetime | paid, schoolsup, traveltime                                                                     130.44160320
Fedu _||_ freetime | absences, paid, school, schoolsup                                                               183.68605907
Fedu _||_ freetime | failures, paid, school                                                                          115.06323838
Fedu _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 322.39695907
Fedu _||_ freetime | famrel, famsup, school                                                                          194.89475272
Fedu _||_ freetime | failures, higher, paid                                                                           80.76280168
Fedu _||_ freetime | famrel, higher                                                                                  102.90135941
Fedu _||_ freetime | Fjob, Mjob, higher                                                                              171.33461185
Fedu _||_ freetime | Fjob, Medu, higher                                                                              187.37171275
Fedu _||_ goout                                                                                                        7.42750130
Fedu _||_ health                                                                                                      27.53611568
Fedu _||_ paid | failures, famrel, famsup                                                                             37.77923710
Fedu _||_ paid | absences, famrel, famsup                                                                             70.43068859
Fedu _||_ paid | famrel, famsup, traveltime                                                                           30.08190952
Fedu _||_ paid | famrel, famsup, school                                                                               38.65272086
Fedu _||_ paid | famrel, higher                                                                                       16.46911494
Fedu _||_ paid | Fjob, Mjob, higher                                                                                   47.60022680
Fedu _||_ paid | Fjob, Medu, higher                                                                                   28.81029030
Fedu _||_ romantic                                                                                                    10.07649637
Fedu _||_ school | higher                                                                                             27.58017424
Fedu _||_ schoolsup | school                                                                                          10.84083343
Fedu _||_ schoolsup | higher                                                                                           3.64576532
Fedu _||_ studytime | failures, famsup, higher, paid                                                                 105.37226368
Fedu _||_ studytime | famrel, higher                                                                                 114.36457212
Fedu _||_ studytime | Fjob, Mjob, higher                                                                             182.19836518
Fedu _||_ studytime | Fjob, Medu, higher                                                                             149.56515590
Fedu _||_ traveltime | school                                                                                         49.58316302
Fedu _||_ traveltime | higher                                                                                         44.05107627
Fjob _||_ G3 | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              154.62500000
Fjob _||_ G3 | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            194.74138889
Fjob _||_ G3 | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    54.50000000
Fjob _||_ G3 | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           126.19444444
Fjob _||_ G3 | failures, famsup, higher, paid                                                                        119.15743607
Fjob _||_ G3 | famrel, higher                                                                                         62.07684630
Fjob _||_ G3 | Fedu, Medu, famrel                                                                                    235.15457133
Fjob _||_ G3 | Fedu, Mjob, famrel                                                                                    266.09197554
Fjob _||_ Medu                                                                                                       103.53719717
Fjob _||_ Mjob                                                                                                       134.38208320
Fjob _||_ absences | traveltime                                                                                       51.28081478
Fjob _||_ absences | school                                                                                           25.15633523
Fjob _||_ absences | higher                                                                                           33.53221902
Fjob _||_ absences | Fedu                                                                                             52.61546873
Fjob _||_ activities                                                                                                   3.07191773
Fjob _||_ age                                                                                                         16.33700155
Fjob _||_ failures | absences                                                                                         43.40751044
Fjob _||_ failures | traveltime                                                                                       20.05938723
Fjob _||_ failures | school                                                                                           18.29268059
Fjob _||_ failures | higher                                                                                           11.30604713
Fjob _||_ failures | Fedu                                                                                             41.07380095
Fjob _||_ famsup | famrel, higher                                                                                     28.15164036
Fjob _||_ famsup | Fedu, Medu, famrel                                                                                 91.30370992
Fjob _||_ famsup | Fedu, Mjob, famrel                                                                                129.57465966
Fjob _||_ freetime | paid, schoolsup, traveltime                                                                     120.11176716
Fjob _||_ freetime | absences, paid, school, schoolsup                                                               223.81222499
Fjob _||_ freetime | failures, paid, school                                                                          111.02988949
Fjob _||_ freetime | failures, higher, paid                                                                           89.85154248
Fjob _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 268.17377517
Fjob _||_ freetime | famrel, famsup, school                                                                          182.62984890
Fjob _||_ freetime | famrel, higher                                                                                   97.56896019
Fjob _||_ freetime | Fedu, Medu, famrel                                                                              239.92775270
Fjob _||_ freetime | Fedu, Mjob, famrel                                                                              327.74942905
Fjob _||_ goout                                                                                                       12.68639491
Fjob _||_ health                                                                                                      15.73087066
Fjob _||_ higher | Fedu                                                                                                8.96218792
Fjob _||_ paid | failures, famrel, famsup                                                                             31.38239111
Fjob _||_ paid | absences, famrel, famsup                                                                             40.86206552
Fjob _||_ paid | famrel, famsup, traveltime                                                                           38.39045216
Fjob _||_ paid | famrel, famsup, school                                                                               30.63856304
Fjob _||_ paid | famrel, higher                                                                                       16.01456977
Fjob _||_ paid | Fedu, Medu, famrel                                                                                   40.48610939
Fjob _||_ paid | Fedu, Mjob, famrel                                                                                   43.14543831
Fjob _||_ romantic                                                                                                     1.18281052
Fjob _||_ school | higher                                                                                             23.48326032
Fjob _||_ school | Fedu                                                                                               32.60305079
Fjob _||_ schoolsup | school                                                                                          11.72539123
Fjob _||_ schoolsup | higher                                                                                           8.72619862
Fjob _||_ schoolsup | Fedu                                                                                            26.72142554
Fjob _||_ studytime | failures, famsup, higher, paid                                                                  90.91001660
Fjob _||_ studytime | famrel, higher                                                                                  84.63398493
Fjob _||_ studytime | Fedu, Medu, famrel                                                                             240.34774145
Fjob _||_ studytime | Fedu, Mjob, famrel                                                                             246.95150859
Fjob _||_ traveltime | school                                                                                         22.40079193
Fjob _||_ traveltime | higher                                                                                         23.64070210
Fjob _||_ traveltime | Fedu                                                                                           30.51139668
G3 _||_ Medu | Fedu, Mjob, higher                                                                                    146.36272560
G3 _||_ Medu | Fjob, Mjob, higher                                                                                    150.36629549
G3 _||_ Medu | famrel, higher                                                                                         90.75698046
G3 _||_ Medu | failures, famsup, higher, paid                                                                        102.59819712
G3 _||_ Medu | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           206.35000000
G3 _||_ Medu | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    73.50000000
G3 _||_ Medu | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            268.33722222
G3 _||_ Medu | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              240.33055556
G3 _||_ Mjob | Fjob, Medu, famrel                                                                                    238.28957099
G3 _||_ Mjob | Fedu, Medu, famrel                                                                                    271.43836738
G3 _||_ Mjob | famrel, higher                                                                                         86.23753661
G3 _||_ Mjob | failures, famsup, higher, paid                                                                         87.25385796
G3 _||_ Mjob | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           201.58333333
G3 _||_ Mjob | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    81.50000000
G3 _||_ Mjob | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            282.12500000
G3 _||_ Mjob | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              261.58333333
G3 _||_ activities | age, freetime, paid, schoolsup, traveltime                                                      130.25722174
G3 _||_ activities | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                      128.45755291
G3 _||_ activities | absences, age, freetime, health, paid, school, schoolsup                                        167.52956349
G3 _||_ activities | absences, age, failures, freetime, health, higher, paid, schoolsup                              165.24338152
G3 _||_ activities | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                        141.15555556
G3 _||_ age | activities, failures, famsup, freetime, goout, health, higher, paid, romantic, schoolsup, studytime     79.02777778
G3 _||_ age | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime     69.25000000
G3 _||_ age | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                             200.95208333
G3 _||_ age | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                               195.47222222
G3 _||_ famrel | failures, famsup, higher, paid                                                                       72.27455031
G3 _||_ famrel | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                         150.50000000
G3 _||_ famrel | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime  53.75000000
G3 _||_ famrel | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                          201.21939560
G3 _||_ famrel | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                            186.49722222
G3 _||_ goout | age, freetime, paid, schoolsup, traveltime                                                           406.15258213
G3 _||_ goout | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                           246.68134921
G3 _||_ goout | absences, age, freetime, health, paid, school, schoolsup                                             262.32916667
G3 _||_ goout | absences, age, failures, freetime, health, higher, paid, schoolsup                                   277.50717687
G3 _||_ goout | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                             239.95000000
G3 _||_ higher | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                          18.16666667
G3 _||_ higher | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   6.00000000
G3 _||_ higher | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                           34.94666667
G3 _||_ higher | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                             29.04166667
G3 _||_ romantic | age, freetime, paid, schoolsup, traveltime                                                        126.39288955
G3 _||_ romantic | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                        111.01166667
G3 _||_ romantic | absences, age, freetime, health, paid, school, schoolsup                                           97.05158730
G3 _||_ romantic | absences, age, failures, freetime, health, higher, paid, schoolsup                                105.00279582
G3 _||_ romantic | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                          102.97222222
G3 _||_ school | failures, higher, schoolsup, traveltime                                                              73.17445625
G3 _||_ school | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                          131.94551994
G3 _||_ school | absences, activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup           46.66666667
G3 _||_ school | absences, age, failures, freetime, health, higher, paid, schoolsup                                  124.35459957
G3 _||_ school | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                            119.99722222
G3 _||_ traveltime | absences, activities, freetime, goout, health, paid, romantic, school, schoolsup                 62.93333333
G3 _||_ traveltime | absences, age, freetime, health, paid, school, schoolsup                                        163.90753968
G3 _||_ traveltime | absences, activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup       75.26666667
G3 _||_ traveltime | absences, age, failures, freetime, health, higher, paid, schoolsup                              164.43013605
G3 _||_ traveltime | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                        165.48611111
Medu _||_ absences | traveltime                                                                                       39.03822457
Medu _||_ absences | school                                                                                           26.60671959
Medu _||_ absences | higher                                                                                           24.50033663
Medu _||_ activities                                                                                                  13.59526795
Medu _||_ age                                                                                                         16.58263678
Medu _||_ failures | absences                                                                                         67.88212410
Medu _||_ failures | traveltime                                                                                       72.63101370
Medu _||_ failures | school                                                                                           56.17684073
Medu _||_ failures | higher                                                                                           45.56617317
Medu _||_ famrel | Mjob                                                                                               60.87109104
Medu _||_ famsup | famrel, higher                                                                                     23.01173853
Medu _||_ famsup | Fjob, Mjob, higher                                                                                 52.65118070
Medu _||_ famsup | Fedu, Mjob, higher                                                                                 57.24384571
Medu _||_ freetime | paid, schoolsup, traveltime                                                                     100.56973511
Medu _||_ freetime | absences, paid, school, schoolsup                                                               186.87548533
Medu _||_ freetime | failures, paid, school                                                                          132.85793914
Medu _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 323.55585914
Medu _||_ freetime | famrel, famsup, school                                                                          206.57034032
Medu _||_ freetime | failures, higher, paid                                                                           86.69518598
Medu _||_ freetime | famrel, higher                                                                                  134.99312357
Medu _||_ freetime | Fjob, Mjob, higher                                                                              151.47837449
Medu _||_ freetime | Fedu, Mjob, higher                                                                              225.21941135
Medu _||_ goout                                                                                                        6.33442799
Medu _||_ health                                                                                                      15.12458004
Medu _||_ paid | failures, famrel, famsup                                                                             46.43072702
Medu _||_ paid | absences, famrel, famsup                                                                             51.46033836
Medu _||_ paid | famrel, famsup, traveltime                                                                           33.03504873
Medu _||_ paid | famrel, famsup, school                                                                               36.12707626
Medu _||_ paid | famrel, higher                                                                                       20.14787634
Medu _||_ paid | Fjob, Mjob, higher                                                                                   48.91952113
Medu _||_ paid | Fedu, Mjob, higher                                                                                   38.58753046
Medu _||_ romantic                                                                                                     5.53953466
Medu _||_ school | higher                                                                                             47.96602298
Medu _||_ schoolsup | school                                                                                           6.15240353
Medu _||_ schoolsup | higher                                                                                           4.93956144
Medu _||_ studytime | failures, famsup, higher, paid                                                                  98.90673573
Medu _||_ studytime | famrel, higher                                                                                  88.59392599
Medu _||_ studytime | Fjob, Mjob, higher                                                                             138.57163186
Medu _||_ studytime | Fedu, Mjob, higher                                                                             148.41497095
Medu _||_ traveltime | school                                                                                         43.48891053
Medu _||_ traveltime | higher                                                                                         55.62877949
Mjob _||_ absences | traveltime                                                                                       54.98474514
Mjob _||_ absences | school                                                                                           25.51994323
Mjob _||_ absences | higher                                                                                           17.93673985
Mjob _||_ absences | Medu                                                                                             54.42942558
Mjob _||_ activities                                                                                                  11.12184838
Mjob _||_ age                                                                                                         17.41795083
Mjob _||_ failures | absences                                                                                         54.71871427
Mjob _||_ failures | traveltime                                                                                       50.47111568
Mjob _||_ failures | school                                                                                           27.83751783
Mjob _||_ failures | higher                                                                                           22.59082477
Mjob _||_ failures | Medu                                                                                             46.43809936
Mjob _||_ famsup | famrel, higher                                                                                     23.57196030
Mjob _||_ famsup | Fedu, Medu, famrel                                                                                 99.00966599
Mjob _||_ famsup | Fjob, Medu, famrel                                                                                117.70244798
Mjob _||_ freetime | paid, schoolsup, traveltime                                                                     142.93280436
Mjob _||_ freetime | absences, paid, school, schoolsup                                                               223.11349216
Mjob _||_ freetime | failures, paid, school                                                                          141.77086087
Mjob _||_ freetime | failures, higher, paid                                                                          104.05682192
Mjob _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 331.66572363
Mjob _||_ freetime | famrel, famsup, school                                                                          235.49475515
Mjob _||_ freetime | famrel, higher                                                                                   97.81981937
Mjob _||_ freetime | Fedu, Medu, famrel                                                                              303.13559620
Mjob _||_ freetime | Fjob, Medu, famrel                                                                              287.09466333
Mjob _||_ goout                                                                                                       19.17221930
Mjob _||_ health                                                                                                      14.78687833
Mjob _||_ higher | Medu                                                                                               25.28844569
Mjob _||_ paid | failures, famrel, famsup                                                                             30.54363144
Mjob _||_ paid | absences, famrel, famsup                                                                             59.75017650
Mjob _||_ paid | famrel, famsup, traveltime                                                                           25.89935144
Mjob _||_ paid | famrel, famsup, school                                                                               38.59365069
Mjob _||_ paid | famrel, higher                                                                                       14.03727928
Mjob _||_ paid | Fedu, Medu, famrel                                                                                   76.00481196
Mjob _||_ paid | Fjob, Medu, famrel                                                                                   56.23763489
Mjob _||_ romantic                                                                                                     4.92573228
Mjob _||_ school | higher                                                                                             34.69692606
Mjob _||_ school | Medu                                                                                               28.51001548
Mjob _||_ schoolsup | school                                                                                          10.26762803
Mjob _||_ schoolsup | higher                                                                                           8.52773630
Mjob _||_ schoolsup | Medu                                                                                            11.42603246
Mjob _||_ studytime | failures, famsup, higher, paid                                                                  82.93925789
Mjob _||_ studytime | famrel, higher                                                                                  60.07507320
Mjob _||_ studytime | Fedu, Medu, famrel                                                                             237.94868747
Mjob _||_ studytime | Fjob, Medu, famrel                                                                             203.31654711
Mjob _||_ traveltime | school                                                                                         31.04892039
Mjob _||_ traveltime | higher                                                                                         37.42241536
Mjob _||_ traveltime | Medu                                                                                           50.50426432
absences _||_ activities                                                                                               2.25518235
absences _||_ age                                                                                                     22.41309692
absences _||_ famrel | Fjob, Mjob                                                                                    199.33025380
absences _||_ famrel | Fjob, Medu                                                                                    172.37565958
absences _||_ famrel | Fedu, Mjob                                                                                    181.97019403
absences _||_ famrel | Fedu, Medu                                                                                    163.98292219
absences _||_ famrel | higher                                                                                         25.89953603
absences _||_ famrel | school                                                                                         34.85852125
absences _||_ famrel | traveltime                                                                                     65.03529890
absences _||_ famsup | higher                                                                                          4.10373543
absences _||_ famsup | school                                                                                          6.48989772
absences _||_ famsup | traveltime                                                                                      9.29450239
absences _||_ freetime | paid, schoolsup, traveltime                                                                 106.62415271
absences _||_ freetime | failures, traveltime                                                                        105.73812257
absences _||_ goout                                                                                                   19.48104620
absences _||_ higher | school                                                                                         29.95313331
absences _||_ higher | traveltime                                                                                     23.10693836
absences _||_ paid | failures, famrel, famsup                                                                         35.23742798
absences _||_ paid | failures, higher                                                                                 15.15423222
absences _||_ paid | failures, school                                                                                 16.25224142
absences _||_ paid | failures, traveltime                                                                             21.19771217
absences _||_ romantic                                                                                                 3.80254714
absences _||_ school | traveltime                                                                                     21.65786912
absences _||_ schoolsup | failures, school                                                                            21.73960896
absences _||_ schoolsup | failures, traveltime                                                                        22.51173091
absences _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                   289.98673265
absences _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                   274.50572434
absences _||_ studytime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup           213.99738095
absences _||_ studytime | activities, failures, freetime, goout, health, paid, romantic, school, schoolsup           153.83928571
absences _||_ studytime | failures, health, traveltime                                                               161.00746075
activities _||_ failures                                                                                               6.94524956
activities _||_ famrel                                                                                                 3.23796063
activities _||_ famsup                                                                                                 0.03585427
activities _||_ goout                                                                                                  6.18638411
activities _||_ health                                                                                                 4.03080948
activities _||_ higher                                                                                                 1.30884943
activities _||_ paid                                                                                                   2.80833556
activities _||_ romantic | age                                                                                         3.86744479
activities _||_ school                                                                                                 5.09508563
activities _||_ schoolsup                                                                                              0.59370657
activities _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                 117.09232566
activities _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                 145.34149591
activities _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                 139.80357143
activities _||_ studytime | age, freetime, paid, schoolsup, traveltime                                               108.82269557
activities _||_ traveltime                                                                                             1.01468838
age _||_ failures                                                                                                    100.79503789
age _||_ famrel                                                                                                       13.59562233
age _||_ famsup                                                                                                        5.13332772
age _||_ freetime | activities, goout, romantic                                                                      205.08735126
age _||_ goout                                                                                                        19.22616409
age _||_ health                                                                                                       11.75076126
age _||_ higher                                                                                                       53.01564423
age _||_ paid                                                                                                          2.72469907
age _||_ school                                                                                                        3.86879587
age _||_ schoolsup                                                                                                    18.65140360
age _||_ traveltime                                                                                                   10.16472761
failures _||_ famrel | Fjob, Mjob                                                                                    119.41455079
failures _||_ famrel | Fjob, Medu                                                                                    102.49135315
failures _||_ famrel | Fedu, Mjob                                                                                    141.11853310
failures _||_ famrel | Fedu, Medu                                                                                    136.59534641
failures _||_ famrel | higher                                                                                         38.82672240
failures _||_ famrel | school                                                                                         37.75810952
failures _||_ famrel | traveltime                                                                                     49.17173926
failures _||_ famrel | absences                                                                                       61.81836212
failures _||_ famsup | higher                                                                                          6.18403808
failures _||_ famsup | school                                                                                          5.50246183
failures _||_ famsup | traveltime                                                                                      8.10197124
failures _||_ famsup | absences                                                                                       13.14015890
failures _||_ freetime | paid, schoolsup, traveltime                                                                  77.94704606
failures _||_ freetime | absences, paid, school, schoolsup                                                           126.87578855
failures _||_ goout                                                                                                    9.92123003
failures _||_ health | absences                                                                                       52.98397937
failures _||_ higher | school                                                                                         72.28158722
failures _||_ higher | traveltime                                                                                     91.90640397
failures _||_ higher | absences                                                                                       79.00916382
failures _||_ romantic                                                                                                 4.44863109
failures _||_ school | traveltime                                                                                     25.30689185
failures _||_ school | absences                                                                                       40.43244929
failures _||_ traveltime | absences                                                                                   40.96957186
famrel _||_ freetime | paid, schoolsup, traveltime                                                                   161.35773018
famrel _||_ freetime | absences, paid, school, schoolsup                                                             238.23540690
famrel _||_ freetime | failures, paid, school                                                                        134.88264275
famrel _||_ freetime | failures, higher, paid                                                                        118.31099616
famrel _||_ goout                                                                                                     27.85444857
famrel _||_ health                                                                                                    29.37689469
famrel _||_ higher | Fedu, Medu                                                                                       36.11377826
famrel _||_ higher | Fedu, Mjob                                                                                       46.71902134
famrel _||_ higher | Fjob, Medu                                                                                       47.53191147
famrel _||_ higher | Fjob, Mjob                                                                                       44.78544510
famrel _||_ romantic                                                                                                   6.26184571
famrel _||_ school | higher                                                                                           10.18622030
famrel _||_ school | Fedu, Medu                                                                                       58.92243914
famrel _||_ school | Fedu, Mjob                                                                                       53.23058083
famrel _||_ school | Fjob, Medu                                                                                       56.28671962
famrel _||_ school | Fjob, Mjob                                                                                       61.43457089
famrel _||_ schoolsup | school                                                                                         7.41017133
famrel _||_ schoolsup | higher                                                                                         6.58405266
famrel _||_ schoolsup | Fedu, Medu                                                                                    48.46525060
famrel _||_ schoolsup | Fedu, Mjob                                                                                    66.08864521
famrel _||_ schoolsup | Fjob, Medu                                                                                    46.53989192
famrel _||_ schoolsup | Fjob, Mjob                                                                                    48.73237063
famrel _||_ studytime | failures, famsup, higher, paid                                                               110.36153558
famrel _||_ traveltime | school                                                                                       21.29731635
famrel _||_ traveltime | higher                                                                                       13.36006770
famrel _||_ traveltime | Fedu, Medu                                                                                  127.46978195
famrel _||_ traveltime | Fedu, Mjob                                                                                  131.22907594
famrel _||_ traveltime | Fjob, Medu                                                                                  118.00258288
famrel _||_ traveltime | Fjob, Mjob                                                                                  120.66965847
famsup _||_ freetime | paid, schoolsup, traveltime                                                                    39.96614978
famsup _||_ freetime | absences, paid, school, schoolsup                                                              82.96709689
famsup _||_ freetime | failures, paid, school                                                                         38.92515923
famsup _||_ freetime | failures, higher, paid                                                                         31.30828163
famsup _||_ goout                                                                                                      6.13047734
famsup _||_ health                                                                                                     0.53717996
famsup _||_ romantic                                                                                                   0.35531058
famsup _||_ school | higher                                                                                            3.83260424
famsup _||_ schoolsup | school                                                                                         3.37267963
famsup _||_ schoolsup | higher                                                                                         4.39738476
famsup _||_ traveltime | school                                                                                        4.44526617
famsup _||_ traveltime | higher                                                                                        7.26731225
freetime _||_ health | absences, traveltime                                                                          234.56943769
freetime _||_ health | failures, traveltime                                                                          174.03716518
freetime _||_ health | paid, schoolsup, traveltime                                                                   153.97403725
freetime _||_ higher | famrel, famsup, school                                                                         80.49338409
freetime _||_ higher | failures, paid, school                                                                         41.87352458
freetime _||_ higher | absences, paid, school, schoolsup                                                              45.79480045
freetime _||_ higher | failures, famrel, famsup, schoolsup, traveltime                                               104.86411982
freetime _||_ higher | paid, schoolsup, traveltime                                                                    40.22202182
freetime _||_ school | failures, higher, schoolsup, traveltime                                                        66.28205917
freetime _||_ school | failures, famrel, famsup, schoolsup, traveltime                                               110.62125296
freetime _||_ school | paid, schoolsup, traveltime                                                                    34.94795224
goout _||_ health                                                                                                     21.74766533
goout _||_ higher                                                                                                     14.18102043
goout _||_ paid                                                                                                        6.26317464
goout _||_ school                                                                                                      8.35866320
goout _||_ schoolsup                                                                                                   2.76434288
goout _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                      318.32306590
goout _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                      301.58373617
goout _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                      228.75972222
goout _||_ studytime | age, freetime, paid, schoolsup, traveltime                                                    338.16646091
goout _||_ traveltime                                                                                                 19.40345510
health _||_ higher                                                                                                     2.21350226
health _||_ paid | failures, famrel, famsup                                                                           40.36346491
health _||_ paid | failures, higher                                                                                   26.40492791
health _||_ paid | failures, school                                                                                   14.50187345
health _||_ paid | absences, famrel, famsup                                                                           69.36594480
health _||_ paid | absences, higher                                                                                   19.69977918
health _||_ paid | absences, school                                                                                   18.56867853
health _||_ paid | failures, traveltime                                                                               33.37656721
health _||_ paid | absences, traveltime                                                                               45.78396478
health _||_ romantic                                                                                                   1.87172435
health _||_ school                                                                                                     3.22396302
health _||_ schoolsup | failures, school                                                                              38.21476128
health _||_ schoolsup | absences, school                                                                              31.66636061
health _||_ schoolsup | failures, traveltime                                                                          26.44474295
health _||_ schoolsup | absences, traveltime                                                                          52.84596450
health _||_ traveltime                                                                                                 8.46192215
higher _||_ paid | failures, famrel, famsup                                                                           10.57210602
higher _||_ paid | absences, famrel, famsup                                                                           14.53042078
higher _||_ paid | famrel, famsup, traveltime                                                                         12.40429498
higher _||_ paid | famrel, famsup, school                                                                             12.88119892
higher _||_ romantic                                                                                                   6.41098887
higher _||_ schoolsup | school                                                                                         3.95305280
higher _||_ traveltime | school                                                                                        7.65997947
paid _||_ romantic                                                                                                     0.21755698
paid _||_ school | higher, traveltime                                                                                  1.99255447
paid _||_ school | absences, higher                                                                                    2.94616590
paid _||_ school | famrel, famsup, traveltime                                                                         11.80716875
paid _||_ school | absences, famrel, famsup                                                                           14.57426292
paid _||_ school | failures, higher                                                                                    5.04533244
paid _||_ school | failures, famrel, famsup                                                                           12.98484998
paid _||_ schoolsup | failures, school                                                                                 4.82251793
paid _||_ schoolsup | failures, higher                                                                                 4.89346851
paid _||_ schoolsup | failures, famrel, famsup                                                                        15.46844539
paid _||_ traveltime | absences, school                                                                               11.16290570
paid _||_ traveltime | absences, higher                                                                                8.29277055
paid _||_ traveltime | absences, famrel, famsup                                                                       39.02735595
paid _||_ traveltime | failures, school                                                                                6.68816870
paid _||_ traveltime | failures, higher                                                                               11.13144460
paid _||_ traveltime | failures, famrel, famsup                                                                       40.51514337
romantic _||_ school                                                                                                   3.38701384
romantic _||_ schoolsup                                                                                                5.77242241
romantic _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                   124.47766592
romantic _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                   120.96588593
romantic _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                    95.09358466
romantic _||_ studytime | age, freetime, paid, schoolsup, traveltime                                                 109.16179930
romantic _||_ traveltime                                                                                               0.66921982
school _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                     116.62080056
school _||_ studytime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup              99.54996032
school _||_ studytime | failures, higher, schoolsup, traveltime                                                       68.86214484
schoolsup _||_ traveltime | absences, school                                                                          34.41952283
schoolsup _||_ traveltime | failures, school                                                                          16.62709653
studytime _||_ traveltime | absences, activities, freetime, goout, health, paid, romantic, school, schoolsup          49.06666667
studytime _||_ traveltime | absences, age, freetime, health, paid, school, schoolsup                                 159.73214286
studytime _||_ traveltime | activities, failures, freetime, goout, health, paid, romantic, school, schoolsup         119.04305556
studytime _||_ traveltime | age, failures, freetime, health, paid, school, schoolsup                                 197.05336793
studytime _||_ traveltime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup         154.86058957
studytime _||_ traveltime | age, failures, freetime, health, higher, paid, schoolsup                                 211.73678292
                                                                                                                      df
Fedu _||_ G3 | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              160
Fedu _||_ G3 | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            184
Fedu _||_ G3 | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    40
Fedu _||_ G3 | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           130
Fedu _||_ G3 | failures, famsup, higher, paid                                                                         75
Fedu _||_ G3 | famrel, higher                                                                                         66
Fedu _||_ G3 | Fjob, Mjob, higher                                                                                    142
Fedu _||_ G3 | Fjob, Medu, higher                                                                                    118
Fedu _||_ Medu                                                                                                        16
Fedu _||_ Mjob                                                                                                        16
Fedu _||_ absences | traveltime                                                                                       42
Fedu _||_ absences | school                                                                                           24
Fedu _||_ absences | higher                                                                                           21
Fedu _||_ activities                                                                                                   4
Fedu _||_ age                                                                                                         12
Fedu _||_ failures | absences                                                                                         45
Fedu _||_ failures | traveltime                                                                                       38
Fedu _||_ failures | school                                                                                           24
Fedu _||_ failures | higher                                                                                           21
Fedu _||_ famrel | Fjob                                                                                               54
Fedu _||_ famsup | famrel, higher                                                                                     26
Fedu _||_ famsup | Fjob, Mjob, higher                                                                                 54
Fedu _||_ famsup | Fjob, Medu, higher                                                                                 47
Fedu _||_ freetime | paid, schoolsup, traveltime                                                                     108
Fedu _||_ freetime | absences, paid, school, schoolsup                                                               186
Fedu _||_ freetime | failures, paid, school                                                                          106
Fedu _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 265
Fedu _||_ freetime | famrel, famsup, school                                                                          190
Fedu _||_ freetime | failures, higher, paid                                                                           81
Fedu _||_ freetime | famrel, higher                                                                                  102
Fedu _||_ freetime | Fjob, Mjob, higher                                                                              189
Fedu _||_ freetime | Fjob, Medu, higher                                                                              173
Fedu _||_ goout                                                                                                       16
Fedu _||_ health                                                                                                      16
Fedu _||_ paid | failures, famrel, famsup                                                                             37
Fedu _||_ paid | absences, famrel, famsup                                                                             60
Fedu _||_ paid | famrel, famsup, traveltime                                                                           38
Fedu _||_ paid | famrel, famsup, school                                                                               42
Fedu _||_ paid | famrel, higher                                                                                       20
Fedu _||_ paid | Fjob, Mjob, higher                                                                                   42
Fedu _||_ paid | Fjob, Medu, higher                                                                                   31
Fedu _||_ romantic                                                                                                     4
Fedu _||_ school | higher                                                                                              7
Fedu _||_ schoolsup | school                                                                                           8
Fedu _||_ schoolsup | higher                                                                                           7
Fedu _||_ studytime | failures, famsup, higher, paid                                                                  84
Fedu _||_ studytime | famrel, higher                                                                                  74
Fedu _||_ studytime | Fjob, Mjob, higher                                                                             141
Fedu _||_ studytime | Fjob, Medu, higher                                                                             118
Fedu _||_ traveltime | school                                                                                         24
Fedu _||_ traveltime | higher                                                                                         21
Fjob _||_ G3 | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              110
Fjob _||_ G3 | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            130
Fjob _||_ G3 | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    29
Fjob _||_ G3 | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                            85
Fjob _||_ G3 | failures, famsup, higher, paid                                                                         65
Fjob _||_ G3 | famrel, higher                                                                                         63
Fjob _||_ G3 | Fedu, Medu, famrel                                                                                    208
Fjob _||_ G3 | Fedu, Mjob, famrel                                                                                    225
Fjob _||_ Medu                                                                                                        16
Fjob _||_ Mjob                                                                                                        16
Fjob _||_ absences | traveltime                                                                                       42
Fjob _||_ absences | school                                                                                           24
Fjob _||_ absences | higher                                                                                           24
Fjob _||_ absences | Fedu                                                                                             44
Fjob _||_ activities                                                                                                   4
Fjob _||_ age                                                                                                         12
Fjob _||_ failures | absences                                                                                         48
Fjob _||_ failures | traveltime                                                                                       38
Fjob _||_ failures | school                                                                                           24
Fjob _||_ failures | higher                                                                                           24
Fjob _||_ failures | Fedu                                                                                             39
Fjob _||_ famsup | famrel, higher                                                                                     25
Fjob _||_ famsup | Fedu, Medu, famrel                                                                                 78
Fjob _||_ famsup | Fedu, Mjob, famrel                                                                                 90
Fjob _||_ freetime | paid, schoolsup, traveltime                                                                     112
Fjob _||_ freetime | absences, paid, school, schoolsup                                                               190
Fjob _||_ freetime | failures, paid, school                                                                           96
Fjob _||_ freetime | failures, higher, paid                                                                           85
Fjob _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 229
Fjob _||_ freetime | famrel, famsup, school                                                                          182
Fjob _||_ freetime | famrel, higher                                                                                   98
Fjob _||_ freetime | Fedu, Medu, famrel                                                                              228
Fjob _||_ freetime | Fedu, Mjob, famrel                                                                              263
Fjob _||_ goout                                                                                                       16
Fjob _||_ health                                                                                                      16
Fjob _||_ higher | Fedu                                                                                               14
Fjob _||_ paid | failures, famrel, famsup                                                                             35
Fjob _||_ paid | absences, famrel, famsup                                                                             52
Fjob _||_ paid | famrel, famsup, traveltime                                                                           34
Fjob _||_ paid | famrel, famsup, school                                                                               40
Fjob _||_ paid | famrel, higher                                                                                       21
Fjob _||_ paid | Fedu, Medu, famrel                                                                                   52
Fjob _||_ paid | Fedu, Mjob, famrel                                                                                   43
Fjob _||_ romantic                                                                                                     4
Fjob _||_ school | higher                                                                                              8
Fjob _||_ school | Fedu                                                                                               15
Fjob _||_ schoolsup | school                                                                                           8
Fjob _||_ schoolsup | higher                                                                                           8
Fjob _||_ schoolsup | Fedu                                                                                            15
Fjob _||_ studytime | failures, famsup, higher, paid                                                                  79
Fjob _||_ studytime | famrel, higher                                                                                  70
Fjob _||_ studytime | Fedu, Medu, famrel                                                                             176
Fjob _||_ studytime | Fedu, Mjob, famrel                                                                             185
Fjob _||_ traveltime | school                                                                                         24
Fjob _||_ traveltime | higher                                                                                         24
Fjob _||_ traveltime | Fedu                                                                                           40
G3 _||_ Medu | Fedu, Mjob, higher                                                                                    134
G3 _||_ Medu | Fjob, Mjob, higher                                                                                    135
G3 _||_ Medu | famrel, higher                                                                                         68
G3 _||_ Medu | failures, famsup, higher, paid                                                                         68
G3 _||_ Medu | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           129
G3 _||_ Medu | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    42
G3 _||_ Medu | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            192
G3 _||_ Medu | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              155
G3 _||_ Mjob | Fjob, Medu, famrel                                                                                    234
G3 _||_ Mjob | Fedu, Medu, famrel                                                                                    253
G3 _||_ Mjob | famrel, higher                                                                                         66
G3 _||_ Mjob | failures, famsup, higher, paid                                                                         73
G3 _||_ Mjob | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           131
G3 _||_ Mjob | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    48
G3 _||_ Mjob | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            194
G3 _||_ Mjob | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              177
G3 _||_ activities | age, freetime, paid, schoolsup, traveltime                                                      108
G3 _||_ activities | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                       86
G3 _||_ activities | absences, age, freetime, health, paid, school, schoolsup                                        108
G3 _||_ activities | absences, age, failures, freetime, health, higher, paid, schoolsup                              108
G3 _||_ activities | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                         88
G3 _||_ age | activities, failures, famsup, freetime, goout, health, higher, paid, romantic, schoolsup, studytime     48
G3 _||_ age | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime     39
G3 _||_ age | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                             139
G3 _||_ age | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                               124
G3 _||_ famrel | failures, famsup, higher, paid                                                                       71
G3 _||_ famrel | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                          92
G3 _||_ famrel | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime  30
G3 _||_ famrel | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                          136
G3 _||_ famrel | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                            120
G3 _||_ goout | age, freetime, paid, schoolsup, traveltime                                                           309
G3 _||_ goout | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                           183
G3 _||_ goout | absences, age, freetime, health, paid, school, schoolsup                                             184
G3 _||_ goout | absences, age, failures, freetime, health, higher, paid, schoolsup                                   201
G3 _||_ goout | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                             158
G3 _||_ higher | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                          11
G3 _||_ higher | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   3
G3 _||_ higher | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                           28
G3 _||_ higher | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                             20
G3 _||_ romantic | age, freetime, paid, schoolsup, traveltime                                                        106
G3 _||_ romantic | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                         75
G3 _||_ romantic | absences, age, freetime, health, paid, school, schoolsup                                           78
G3 _||_ romantic | absences, age, failures, freetime, health, higher, paid, schoolsup                                 87
G3 _||_ romantic | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                           73
G3 _||_ school | failures, higher, schoolsup, traveltime                                                              33
G3 _||_ school | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                           81
G3 _||_ school | absences, activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup           27
G3 _||_ school | absences, age, failures, freetime, health, higher, paid, schoolsup                                   84
G3 _||_ school | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                             77
G3 _||_ traveltime | absences, activities, freetime, goout, health, paid, romantic, school, schoolsup                 37
G3 _||_ traveltime | absences, age, freetime, health, paid, school, schoolsup                                        106
G3 _||_ traveltime | absences, activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup       44
G3 _||_ traveltime | absences, age, failures, freetime, health, higher, paid, schoolsup                              114
G3 _||_ traveltime | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                        108
Medu _||_ absences | traveltime                                                                                       42
Medu _||_ absences | school                                                                                           24
Medu _||_ absences | higher                                                                                           24
Medu _||_ activities                                                                                                   4
Medu _||_ age                                                                                                         12
Medu _||_ failures | absences                                                                                         42
Medu _||_ failures | traveltime                                                                                       36
Medu _||_ failures | school                                                                                           24
Medu _||_ failures | higher                                                                                           24
Medu _||_ famrel | Mjob                                                                                               57
Medu _||_ famsup | famrel, higher                                                                                     28
Medu _||_ famsup | Fjob, Mjob, higher                                                                                 54
Medu _||_ famsup | Fedu, Mjob, higher                                                                                 53
Medu _||_ freetime | paid, schoolsup, traveltime                                                                     112
Medu _||_ freetime | absences, paid, school, schoolsup                                                               183
Medu _||_ freetime | failures, paid, school                                                                          105
Medu _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 284
Medu _||_ freetime | famrel, famsup, school                                                                          195
Medu _||_ freetime | failures, higher, paid                                                                           79
Medu _||_ freetime | famrel, higher                                                                                  110
Medu _||_ freetime | Fjob, Mjob, higher                                                                              180
Medu _||_ freetime | Fedu, Mjob, higher                                                                              190
Medu _||_ goout                                                                                                       16
Medu _||_ health                                                                                                      16
Medu _||_ paid | failures, famrel, famsup                                                                             38
Medu _||_ paid | absences, famrel, famsup                                                                             60
Medu _||_ paid | famrel, famsup, traveltime                                                                           40
Medu _||_ paid | famrel, famsup, school                                                                               42
Medu _||_ paid | famrel, higher                                                                                       22
Medu _||_ paid | Fjob, Mjob, higher                                                                                   40
Medu _||_ paid | Fedu, Mjob, higher                                                                                   35
Medu _||_ romantic                                                                                                     4
Medu _||_ school | higher                                                                                              8
Medu _||_ schoolsup | school                                                                                           8
Medu _||_ schoolsup | higher                                                                                           8
Medu _||_ studytime | failures, famsup, higher, paid                                                                  80
Medu _||_ studytime | famrel, higher                                                                                  78
Medu _||_ studytime | Fjob, Mjob, higher                                                                             131
Medu _||_ studytime | Fedu, Mjob, higher                                                                             131
Medu _||_ traveltime | school                                                                                         24
Medu _||_ traveltime | higher                                                                                         24
Mjob _||_ absences | traveltime                                                                                       42
Mjob _||_ absences | school                                                                                           24
Mjob _||_ absences | higher                                                                                           21
Mjob _||_ absences | Medu                                                                                             43
Mjob _||_ activities                                                                                                   4
Mjob _||_ age                                                                                                         12
Mjob _||_ failures | absences                                                                                         48
Mjob _||_ failures | traveltime                                                                                       38
Mjob _||_ failures | school                                                                                           24
Mjob _||_ failures | higher                                                                                           21
Mjob _||_ failures | Medu                                                                                             43
Mjob _||_ famsup | famrel, higher                                                                                     26
Mjob _||_ famsup | Fedu, Medu, famrel                                                                                 97
Mjob _||_ famsup | Fjob, Medu, famrel                                                                                 89
Mjob _||_ freetime | paid, schoolsup, traveltime                                                                     124
Mjob _||_ freetime | absences, paid, school, schoolsup                                                               196
Mjob _||_ freetime | failures, paid, school                                                                          115
Mjob _||_ freetime | failures, higher, paid                                                                           89
Mjob _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 297
Mjob _||_ freetime | famrel, famsup, school                                                                          219
Mjob _||_ freetime | famrel, higher                                                                                  103
Mjob _||_ freetime | Fedu, Medu, famrel                                                                              278
Mjob _||_ freetime | Fjob, Medu, famrel                                                                              275
Mjob _||_ goout                                                                                                       16
Mjob _||_ health                                                                                                      16
Mjob _||_ higher | Medu                                                                                               15
Mjob _||_ paid | failures, famrel, famsup                                                                             38
Mjob _||_ paid | absences, famrel, famsup                                                                             67
Mjob _||_ paid | famrel, famsup, traveltime                                                                           43
Mjob _||_ paid | famrel, famsup, school                                                                               45
Mjob _||_ paid | famrel, higher                                                                                       22
Mjob _||_ paid | Fedu, Medu, famrel                                                                                   61
Mjob _||_ paid | Fjob, Medu, famrel                                                                                   54
Mjob _||_ romantic                                                                                                     4
Mjob _||_ school | higher                                                                                              7
Mjob _||_ school | Medu                                                                                               15
Mjob _||_ schoolsup | school                                                                                           8
Mjob _||_ schoolsup | higher                                                                                           7
Mjob _||_ schoolsup | Medu                                                                                            14
Mjob _||_ studytime | failures, famsup, higher, paid                                                                  84
Mjob _||_ studytime | famrel, higher                                                                                  73
Mjob _||_ studytime | Fedu, Medu, famrel                                                                             222
Mjob _||_ studytime | Fjob, Medu, famrel                                                                             204
Mjob _||_ traveltime | school                                                                                         24
Mjob _||_ traveltime | higher                                                                                         21
Mjob _||_ traveltime | Medu                                                                                           43
absences _||_ activities                                                                                               3
absences _||_ age                                                                                                      9
absences _||_ famrel | Fjob, Mjob                                                                                    163
absences _||_ famrel | Fjob, Medu                                                                                    150
absences _||_ famrel | Fedu, Mjob                                                                                    179
absences _||_ famrel | Fedu, Medu                                                                                    152
absences _||_ famrel | higher                                                                                         24
absences _||_ famrel | school                                                                                         24
absences _||_ famrel | traveltime                                                                                     45
absences _||_ famsup | higher                                                                                          6
absences _||_ famsup | school                                                                                          6
absences _||_ famsup | traveltime                                                                                     12
absences _||_ freetime | paid, schoolsup, traveltime                                                                 103
absences _||_ freetime | failures, traveltime                                                                        109
absences _||_ goout                                                                                                   12
absences _||_ higher | school                                                                                          6
absences _||_ higher | traveltime                                                                                     12
absences _||_ paid | failures, famrel, famsup                                                                         34
absences _||_ paid | failures, higher                                                                                 18
absences _||_ paid | failures, school                                                                                 18
absences _||_ paid | failures, traveltime                                                                             22
absences _||_ romantic                                                                                                 3
absences _||_ school | traveltime                                                                                     12
absences _||_ schoolsup | failures, school                                                                            20
absences _||_ schoolsup | failures, traveltime                                                                        27
absences _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                   233
absences _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                   217
absences _||_ studytime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup           145
absences _||_ studytime | activities, failures, freetime, goout, health, paid, romantic, school, schoolsup            99
absences _||_ studytime | failures, health, traveltime                                                               151
activities _||_ failures                                                                                               3
activities _||_ famrel                                                                                                 4
activities _||_ famsup                                                                                                 1
activities _||_ goout                                                                                                  4
activities _||_ health                                                                                                 4
activities _||_ higher                                                                                                 1
activities _||_ paid                                                                                                   1
activities _||_ romantic | age                                                                                         4
activities _||_ school                                                                                                 1
activities _||_ schoolsup                                                                                              1
activities _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                  99
activities _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                 104
activities _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                  95
activities _||_ studytime | age, freetime, paid, schoolsup, traveltime                                                93
activities _||_ traveltime                                                                                             3
age _||_ failures                                                                                                      9
age _||_ famrel                                                                                                       12
age _||_ famsup                                                                                                        3
age _||_ freetime | activities, goout, romantic                                                                      200
age _||_ goout                                                                                                        12
age _||_ health                                                                                                       12
age _||_ higher                                                                                                        3
age _||_ paid                                                                                                          3
age _||_ school                                                                                                        3
age _||_ schoolsup                                                                                                     3
age _||_ traveltime                                                                                                    9
failures _||_ famrel | Fjob, Mjob                                                                                     95
failures _||_ famrel | Fjob, Medu                                                                                     87
failures _||_ famrel | Fedu, Mjob                                                                                    114
failures _||_ famrel | Fedu, Medu                                                                                    102
failures _||_ famrel | higher                                                                                         24
failures _||_ famrel | school                                                                                         24
failures _||_ famrel | traveltime                                                                                     39
failures _||_ famrel | absences                                                                                       48
failures _||_ famsup | higher                                                                                          6
failures _||_ famsup | school                                                                                          6
failures _||_ famsup | traveltime                                                                                     10
failures _||_ famsup | absences                                                                                       12
failures _||_ freetime | paid, schoolsup, traveltime                                                                  76
failures _||_ freetime | absences, paid, school, schoolsup                                                           124
failures _||_ goout                                                                                                   12
failures _||_ health | absences                                                                                       48
failures _||_ higher | school                                                                                          6
failures _||_ higher | traveltime                                                                                     10
failures _||_ higher | absences                                                                                       12
failures _||_ romantic                                                                                                 3
failures _||_ school | traveltime                                                                                     10
failures _||_ school | absences                                                                                       12
failures _||_ traveltime | absences                                                                                   36
famrel _||_ freetime | paid, schoolsup, traveltime                                                                   109
famrel _||_ freetime | absences, paid, school, schoolsup                                                             193
famrel _||_ freetime | failures, paid, school                                                                        111
famrel _||_ freetime | failures, higher, paid                                                                         89
famrel _||_ goout                                                                                                     16
famrel _||_ health                                                                                                    16
famrel _||_ higher | Fedu, Medu                                                                                       37
famrel _||_ higher | Fedu, Mjob                                                                                       34
famrel _||_ higher | Fjob, Medu                                                                                       38
famrel _||_ higher | Fjob, Mjob                                                                                       36
famrel _||_ romantic                                                                                                   4
famrel _||_ school | higher                                                                                            8
famrel _||_ school | Fedu, Medu                                                                                       54
famrel _||_ school | Fedu, Mjob                                                                                       61
famrel _||_ school | Fjob, Medu                                                                                       52
famrel _||_ school | Fjob, Mjob                                                                                       55
famrel _||_ schoolsup | school                                                                                         8
famrel _||_ schoolsup | higher                                                                                         8
famrel _||_ schoolsup | Fedu, Medu                                                                                    48
famrel _||_ schoolsup | Fedu, Mjob                                                                                    57
famrel _||_ schoolsup | Fjob, Medu                                                                                    48
famrel _||_ schoolsup | Fjob, Mjob                                                                                    48
famrel _||_ studytime | failures, famsup, higher, paid                                                                87
famrel _||_ traveltime | school                                                                                       24
famrel _||_ traveltime | higher                                                                                       24
famrel _||_ traveltime | Fedu, Medu                                                                                  115
famrel _||_ traveltime | Fedu, Mjob                                                                                  134
famrel _||_ traveltime | Fjob, Medu                                                                                  106
famrel _||_ traveltime | Fjob, Mjob                                                                                  114
famsup _||_ freetime | paid, schoolsup, traveltime                                                                    35
famsup _||_ freetime | absences, paid, school, schoolsup                                                              63
famsup _||_ freetime | failures, paid, school                                                                         37
famsup _||_ freetime | failures, higher, paid                                                                         29
famsup _||_ goout                                                                                                      4
famsup _||_ health                                                                                                     4
famsup _||_ romantic                                                                                                   1
famsup _||_ school | higher                                                                                            2
famsup _||_ schoolsup | school                                                                                         2
famsup _||_ schoolsup | higher                                                                                         2
famsup _||_ traveltime | school                                                                                        6
famsup _||_ traveltime | higher                                                                                        6
freetime _||_ health | absences, traveltime                                                                          192
freetime _||_ health | failures, traveltime                                                                          138
freetime _||_ health | paid, schoolsup, traveltime                                                                   130
freetime _||_ higher | famrel, famsup, school                                                                         59
freetime _||_ higher | failures, paid, school                                                                         36
freetime _||_ higher | absences, paid, school, schoolsup                                                              41
freetime _||_ higher | failures, famrel, famsup, schoolsup, traveltime                                                81
freetime _||_ higher | paid, schoolsup, traveltime                                                                    28
freetime _||_ school | failures, higher, schoolsup, traveltime                                                        60
freetime _||_ school | failures, famrel, famsup, schoolsup, traveltime                                               101
freetime _||_ school | paid, schoolsup, traveltime                                                                    35
goout _||_ health                                                                                                     16
goout _||_ higher                                                                                                      4
goout _||_ paid                                                                                                        4
goout _||_ school                                                                                                      4
goout _||_ schoolsup                                                                                                   4
goout _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                      236
goout _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                      233
goout _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                      153
goout _||_ studytime | age, freetime, paid, schoolsup, traveltime                                                    272
goout _||_ traveltime                                                                                                 12
health _||_ higher                                                                                                     4
health _||_ paid | failures, famrel, famsup                                                                           40
health _||_ paid | failures, higher                                                                                   22
health _||_ paid | failures, school                                                                                   22
health _||_ paid | absences, famrel, famsup                                                                           71
health _||_ paid | absences, higher                                                                                   24
health _||_ paid | absences, school                                                                                   28
health _||_ paid | failures, traveltime                                                                               27
health _||_ paid | absences, traveltime                                                                               36
health _||_ romantic                                                                                                   4
health _||_ school                                                                                                     4
health _||_ schoolsup | failures, school                                                                              24
health _||_ schoolsup | absences, school                                                                              32
health _||_ schoolsup | failures, traveltime                                                                          36
health _||_ schoolsup | absences, traveltime                                                                          48
health _||_ traveltime                                                                                                12
higher _||_ paid | failures, famrel, famsup                                                                           13
higher _||_ paid | absences, famrel, famsup                                                                           16
higher _||_ paid | famrel, famsup, traveltime                                                                         12
higher _||_ paid | famrel, famsup, school                                                                             12
higher _||_ romantic                                                                                                   1
higher _||_ schoolsup | school                                                                                         2
higher _||_ traveltime | school                                                                                        6
paid _||_ romantic                                                                                                     1
paid _||_ school | higher, traveltime                                                                                  4
paid _||_ school | absences, higher                                                                                    6
paid _||_ school | famrel, famsup, traveltime                                                                         12
paid _||_ school | absences, famrel, famsup                                                                           19
paid _||_ school | failures, higher                                                                                    6
paid _||_ school | failures, famrel, famsup                                                                           14
paid _||_ schoolsup | failures, school                                                                                 6
paid _||_ schoolsup | failures, higher                                                                                 5
paid _||_ schoolsup | failures, famrel, famsup                                                                        11
paid _||_ traveltime | absences, school                                                                               21
paid _||_ traveltime | absences, higher                                                                               16
paid _||_ traveltime | absences, famrel, famsup                                                                       42
paid _||_ traveltime | failures, school                                                                               15
paid _||_ traveltime | failures, higher                                                                               15
paid _||_ traveltime | failures, famrel, famsup                                                                       29
romantic _||_ school                                                                                                   1
romantic _||_ schoolsup                                                                                                1
romantic _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                    99
romantic _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                    90
romantic _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                    69
romantic _||_ studytime | age, freetime, paid, schoolsup, traveltime                                                  90
romantic _||_ traveltime                                                                                               3
school _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                      97
school _||_ studytime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup              61
school _||_ studytime | failures, higher, schoolsup, traveltime                                                       40
schoolsup _||_ traveltime | absences, school                                                                          24
schoolsup _||_ traveltime | failures, school                                                                          16
studytime _||_ traveltime | absences, activities, freetime, goout, health, paid, romantic, school, schoolsup          30
studytime _||_ traveltime | absences, age, freetime, health, paid, school, schoolsup                                  97
studytime _||_ traveltime | activities, failures, freetime, goout, health, paid, romantic, school, schoolsup          73
studytime _||_ traveltime | age, failures, freetime, health, paid, school, schoolsup                                 140
studytime _||_ traveltime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup          98
studytime _||_ traveltime | age, failures, freetime, health, higher, paid, schoolsup                                 159
                                                                                                                          p.value
Fedu _||_ G3 | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              3.099329e-04
Fedu _||_ G3 | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            1.743945e-04
Fedu _||_ G3 | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   2.058322e-03
Fedu _||_ G3 | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           1.562068e-04
Fedu _||_ G3 | failures, famsup, higher, paid                                                                        9.942378e-02
Fedu _||_ G3 | famrel, higher                                                                                        1.173331e-01
Fedu _||_ G3 | Fjob, Mjob, higher                                                                                    8.009012e-02
Fedu _||_ G3 | Fjob, Medu, higher                                                                                    4.930088e-03
Fedu _||_ Medu                                                                                                       9.405231e-73
Fedu _||_ Mjob                                                                                                       1.167097e-18
Fedu _||_ absences | traveltime                                                                                      7.003380e-01
Fedu _||_ absences | school                                                                                          9.184847e-01
Fedu _||_ absences | higher                                                                                          7.231272e-01
Fedu _||_ activities                                                                                                 7.403548e-02
Fedu _||_ age                                                                                                        6.214215e-02
Fedu _||_ failures | absences                                                                                        2.977319e-01
Fedu _||_ failures | traveltime                                                                                      5.254099e-02
Fedu _||_ failures | school                                                                                          1.958949e-01
Fedu _||_ failures | higher                                                                                          2.674494e-01
Fedu _||_ famrel | Fjob                                                                                              2.005118e-01
Fedu _||_ famsup | famrel, higher                                                                                    1.839371e-01
Fedu _||_ famsup | Fjob, Mjob, higher                                                                                9.737502e-02
Fedu _||_ famsup | Fjob, Medu, higher                                                                                6.314257e-02
Fedu _||_ freetime | paid, schoolsup, traveltime                                                                     6.983029e-02
Fedu _||_ freetime | absences, paid, school, schoolsup                                                               5.342125e-01
Fedu _||_ freetime | failures, paid, school                                                                          2.575069e-01
Fedu _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 9.102161e-03
Fedu _||_ freetime | famrel, famsup, school                                                                          3.885477e-01
Fedu _||_ freetime | failures, higher, paid                                                                          4.865313e-01
Fedu _||_ freetime | famrel, higher                                                                                  4.563687e-01
Fedu _||_ freetime | Fjob, Mjob, higher                                                                              8.170013e-01
Fedu _||_ freetime | Fjob, Medu, higher                                                                              2.154004e-01
Fedu _||_ goout                                                                                                      9.641150e-01
Fedu _||_ health                                                                                                     3.589533e-02
Fedu _||_ paid | failures, famrel, famsup                                                                            4.335203e-01
Fedu _||_ paid | absences, famrel, famsup                                                                            1.680050e-01
Fedu _||_ paid | famrel, famsup, traveltime                                                                          8.165680e-01
Fedu _||_ paid | famrel, famsup, school                                                                              6.187062e-01
Fedu _||_ paid | famrel, higher                                                                                      6.871280e-01
Fedu _||_ paid | Fjob, Mjob, higher                                                                                  2.553143e-01
Fedu _||_ paid | Fjob, Medu, higher                                                                                  5.791131e-01
Fedu _||_ romantic                                                                                                   3.915864e-02
Fedu _||_ school | higher                                                                                            2.619262e-04
Fedu _||_ schoolsup | school                                                                                         2.108819e-01
Fedu _||_ schoolsup | higher                                                                                         8.195537e-01
Fedu _||_ studytime | failures, famsup, higher, paid                                                                 5.737609e-02
Fedu _||_ studytime | famrel, higher                                                                                 1.821149e-03
Fedu _||_ studytime | Fjob, Mjob, higher                                                                             1.109348e-02
Fedu _||_ studytime | Fjob, Medu, higher                                                                             2.630025e-02
Fedu _||_ traveltime | school                                                                                        1.599328e-03
Fedu _||_ traveltime | higher                                                                                        2.302833e-03
Fjob _||_ G3 | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              3.255855e-03
Fjob _||_ G3 | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            2.052748e-04
Fjob _||_ G3 | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   2.832651e-03
Fjob _||_ G3 | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           2.500032e-03
Fjob _||_ G3 | failures, famsup, higher, paid                                                                        4.857824e-05
Fjob _||_ G3 | famrel, higher                                                                                        5.092297e-01
Fjob _||_ G3 | Fedu, Medu, famrel                                                                                    9.512749e-02
Fjob _||_ G3 | Fedu, Mjob, famrel                                                                                    3.135008e-02
Fjob _||_ Medu                                                                                                       7.496672e-15
Fjob _||_ Mjob                                                                                                       9.016148e-21
Fjob _||_ absences | traveltime                                                                                      1.543503e-01
Fjob _||_ absences | school                                                                                          3.973053e-01
Fjob _||_ absences | higher                                                                                          9.333237e-02
Fjob _||_ absences | Fedu                                                                                            1.750084e-01
Fjob _||_ activities                                                                                                 5.458631e-01
Fjob _||_ age                                                                                                        1.762837e-01
Fjob _||_ failures | absences                                                                                        6.612572e-01
Fjob _||_ failures | traveltime                                                                                      9.926004e-01
Fjob _||_ failures | school                                                                                          7.885840e-01
Fjob _||_ failures | higher                                                                                          9.866568e-01
Fjob _||_ failures | Fedu                                                                                            3.797935e-01
Fjob _||_ famsup | famrel, higher                                                                                    3.009198e-01
Fjob _||_ famsup | Fedu, Medu, famrel                                                                                1.439651e-01
Fjob _||_ famsup | Fedu, Mjob, famrel                                                                                4.014217e-03
Fjob _||_ freetime | paid, schoolsup, traveltime                                                                     2.830746e-01
Fjob _||_ freetime | absences, paid, school, schoolsup                                                               4.697869e-02
Fjob _||_ freetime | failures, paid, school                                                                          1.400072e-01
Fjob _||_ freetime | failures, higher, paid                                                                          3.386447e-01
Fjob _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 3.868546e-02
Fjob _||_ freetime | famrel, famsup, school                                                                          4.729258e-01
Fjob _||_ freetime | famrel, higher                                                                                  4.932878e-01
Fjob _||_ freetime | Fedu, Medu, famrel                                                                              2.808876e-01
Fjob _||_ freetime | Fedu, Mjob, famrel                                                                              4.042379e-03
Fjob _||_ goout                                                                                                      6.955343e-01
Fjob _||_ health                                                                                                     4.718968e-01
Fjob _||_ higher | Fedu                                                                                              8.334652e-01
Fjob _||_ paid | failures, famrel, famsup                                                                            6.434736e-01
Fjob _||_ paid | absences, famrel, famsup                                                                            8.675624e-01
Fjob _||_ paid | famrel, famsup, traveltime                                                                          2.771888e-01
Fjob _||_ paid | famrel, famsup, school                                                                              8.566670e-01
Fjob _||_ paid | famrel, higher                                                                                      7.688319e-01
Fjob _||_ paid | Fedu, Medu, famrel                                                                                  8.766487e-01
Fjob _||_ paid | Fedu, Mjob, famrel                                                                                  4.650923e-01
Fjob _||_ romantic                                                                                                   8.809206e-01
Fjob _||_ school | higher                                                                                            2.796164e-03
Fjob _||_ school | Fedu                                                                                              5.324354e-03
Fjob _||_ schoolsup | school                                                                                         1.638832e-01
Fjob _||_ schoolsup | higher                                                                                         3.659174e-01
Fjob _||_ schoolsup | Fedu                                                                                           3.108977e-02
Fjob _||_ studytime | failures, famsup, higher, paid                                                                 1.695054e-01
Fjob _||_ studytime | famrel, higher                                                                                 1.121330e-01
Fjob _||_ studytime | Fedu, Medu, famrel                                                                             9.113698e-04
Fjob _||_ studytime | Fedu, Mjob, famrel                                                                             1.577861e-03
Fjob _||_ traveltime | school                                                                                        5.553583e-01
Fjob _||_ traveltime | higher                                                                                        4.822894e-01
Fjob _||_ traveltime | Fedu                                                                                          8.604808e-01
G3 _||_ Medu | Fedu, Mjob, higher                                                                                    2.195960e-01
G3 _||_ Medu | Fjob, Mjob, higher                                                                                    1.730756e-01
G3 _||_ Medu | famrel, higher                                                                                        3.407118e-02
G3 _||_ Medu | failures, famsup, higher, paid                                                                        4.272083e-03
G3 _||_ Medu | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           1.793975e-05
G3 _||_ Medu | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   1.884738e-03
G3 _||_ Medu | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            2.269788e-04
G3 _||_ Medu | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              1.325158e-05
G3 _||_ Mjob | Fjob, Medu, famrel                                                                                    4.098764e-01
G3 _||_ Mjob | Fedu, Medu, famrel                                                                                    2.032566e-01
G3 _||_ Mjob | famrel, higher                                                                                        4.798125e-02
G3 _||_ Mjob | failures, famsup, higher, paid                                                                        1.220190e-01
G3 _||_ Mjob | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                           7.308772e-05
G3 _||_ Mjob | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime   1.813587e-03
G3 _||_ Mjob | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                            3.648841e-05
G3 _||_ Mjob | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                              3.678748e-05
G3 _||_ activities | age, freetime, paid, schoolsup, traveltime                                                      7.132633e-02
G3 _||_ activities | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                      2.061446e-03
G3 _||_ activities | absences, age, freetime, health, paid, school, schoolsup                                        2.124028e-04
G3 _||_ activities | absences, age, failures, freetime, health, higher, paid, schoolsup                              3.283836e-04
G3 _||_ activities | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                        2.802052e-04
G3 _||_ age | activities, failures, famsup, freetime, goout, health, higher, paid, romantic, schoolsup, studytime    3.179377e-03
G3 _||_ age | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime    2.021700e-03
G3 _||_ age | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                             4.623648e-04
G3 _||_ age | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                               4.461666e-05
G3 _||_ famrel | failures, famsup, higher, paid                                                                      4.355646e-01
G3 _||_ famrel | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                         1.152975e-04
G3 _||_ famrel | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime 4.901339e-03
G3 _||_ famrel | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                          2.371791e-04
G3 _||_ famrel | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                            9.677203e-05
G3 _||_ goout | age, freetime, paid, schoolsup, traveltime                                                           1.675800e-04
G3 _||_ goout | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                           1.183479e-03
G3 _||_ goout | absences, age, freetime, health, paid, school, schoolsup                                             1.316102e-04
G3 _||_ goout | absences, age, failures, freetime, health, higher, paid, schoolsup                                   2.809530e-04
G3 _||_ goout | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                             2.817487e-05
G3 _||_ higher | age, failures, famsup, freetime, health, paid, school, schoolsup, studytime                         7.779306e-02
G3 _||_ higher | activities, failures, famsup, freetime, goout, health, paid, romantic, school, schoolsup, studytime 1.116102e-01
G3 _||_ higher | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                          1.714252e-01
G3 _||_ higher | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                            8.694217e-02
G3 _||_ romantic | age, freetime, paid, schoolsup, traveltime                                                        8.615965e-02
G3 _||_ romantic | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                        4.374213e-03
G3 _||_ romantic | absences, age, freetime, health, paid, school, schoolsup                                          7.095517e-02
G3 _||_ romantic | absences, age, failures, freetime, health, higher, paid, schoolsup                                9.170168e-02
G3 _||_ romantic | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                          1.196895e-02
G3 _||_ school | failures, higher, schoolsup, traveltime                                                             7.130409e-05
G3 _||_ school | failures, famsup, freetime, health, paid, schoolsup, studytime, traveltime                          3.020215e-04
G3 _||_ school | absences, activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup          1.077414e-02
G3 _||_ school | absences, age, failures, freetime, health, higher, paid, schoolsup                                  2.803678e-03
G3 _||_ school | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                            1.247247e-03
G3 _||_ traveltime | absences, activities, freetime, goout, health, paid, romantic, school, schoolsup                4.940948e-03
G3 _||_ traveltime | absences, age, freetime, health, paid, school, schoolsup                                        2.647036e-04
G3 _||_ traveltime | absences, activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup      2.307938e-03
G3 _||_ traveltime | absences, age, failures, freetime, health, higher, paid, schoolsup                              1.405002e-03
G3 _||_ traveltime | absences, failures, famsup, freetime, health, paid, schoolsup, studytime                        3.136744e-04
Medu _||_ absences | traveltime                                                                                      6.017292e-01
Medu _||_ absences | school                                                                                          3.231158e-01
Medu _||_ absences | higher                                                                                          4.333045e-01
Medu _||_ activities                                                                                                 8.705384e-03
Medu _||_ age                                                                                                        1.659829e-01
Medu _||_ failures | absences                                                                                        6.930330e-03
Medu _||_ failures | traveltime                                                                                      2.860653e-04
Medu _||_ failures | school                                                                                          2.168000e-04
Medu _||_ failures | higher                                                                                          4.989487e-03
Medu _||_ famrel | Mjob                                                                                              3.384087e-01
Medu _||_ famsup | famrel, higher                                                                                    7.324527e-01
Medu _||_ famsup | Fjob, Mjob, higher                                                                                5.265287e-01
Medu _||_ famsup | Fedu, Mjob, higher                                                                                3.205813e-01
Medu _||_ freetime | paid, schoolsup, traveltime                                                                     7.722901e-01
Medu _||_ freetime | absences, paid, school, schoolsup                                                               4.067328e-01
Medu _||_ freetime | failures, paid, school                                                                          3.440080e-02
Medu _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 5.304185e-02
Medu _||_ freetime | famrel, famsup, school                                                                          2.714986e-01
Medu _||_ freetime | failures, higher, paid                                                                          2.591303e-01
Medu _||_ freetime | famrel, higher                                                                                  5.302324e-02
Medu _||_ freetime | Fjob, Mjob, higher                                                                              9.400560e-01
Medu _||_ freetime | Fedu, Mjob, higher                                                                              4.097361e-02
Medu _||_ goout                                                                                                      9.840636e-01
Medu _||_ health                                                                                                     5.155337e-01
Medu _||_ paid | failures, famrel, famsup                                                                            1.638312e-01
Medu _||_ paid | absences, famrel, famsup                                                                            7.758636e-01
Medu _||_ paid | famrel, famsup, traveltime                                                                          7.743871e-01
Medu _||_ paid | famrel, famsup, school                                                                              7.256318e-01
Medu _||_ paid | famrel, higher                                                                                      5.737902e-01
Medu _||_ paid | Fjob, Mjob, higher                                                                                  1.574958e-01
Medu _||_ paid | Fedu, Mjob, higher                                                                                  3.106205e-01
Medu _||_ romantic                                                                                                   2.362761e-01
Medu _||_ school | higher                                                                                            1.002840e-07
Medu _||_ schoolsup | school                                                                                         6.301649e-01
Medu _||_ schoolsup | higher                                                                                         7.640159e-01
Medu _||_ studytime | failures, famsup, higher, paid                                                                 7.455294e-02
Medu _||_ studytime | famrel, higher                                                                                 1.934084e-01
Medu _||_ studytime | Fjob, Mjob, higher                                                                             3.085150e-01
Medu _||_ studytime | Fedu, Mjob, higher                                                                             1.417758e-01
Medu _||_ traveltime | school                                                                                        8.742722e-03
Medu _||_ traveltime | higher                                                                                        2.573903e-04
Mjob _||_ absences | traveltime                                                                                      8.634648e-02
Mjob _||_ absences | school                                                                                          3.779633e-01
Mjob _||_ absences | higher                                                                                          6.530039e-01
Mjob _||_ absences | Medu                                                                                            1.135057e-01
Mjob _||_ activities                                                                                                 2.522820e-02
Mjob _||_ age                                                                                                        1.345402e-01
Mjob _||_ failures | absences                                                                                        2.346973e-01
Mjob _||_ failures | traveltime                                                                                      8.484707e-02
Mjob _||_ failures | school                                                                                          2.669529e-01
Mjob _||_ failures | higher                                                                                          3.661764e-01
Mjob _||_ failures | Medu                                                                                            3.325809e-01
Mjob _||_ famsup | famrel, higher                                                                                    6.004265e-01
Mjob _||_ famsup | Fedu, Medu, famrel                                                                                4.242211e-01
Mjob _||_ famsup | Fjob, Medu, famrel                                                                                2.250834e-02
Mjob _||_ freetime | paid, schoolsup, traveltime                                                                     1.174534e-01
Mjob _||_ freetime | absences, paid, school, schoolsup                                                               8.943356e-02
Mjob _||_ freetime | failures, paid, school                                                                          4.575710e-02
Mjob _||_ freetime | failures, higher, paid                                                                          1.313852e-01
Mjob _||_ freetime | failures, famrel, famsup, schoolsup, traveltime                                                 8.111641e-02
Mjob _||_ freetime | famrel, famsup, school                                                                          2.116078e-01
Mjob _||_ freetime | famrel, higher                                                                                  6.257004e-01
Mjob _||_ freetime | Fedu, Medu, famrel                                                                              1.437720e-01
Mjob _||_ freetime | Fjob, Medu, famrel                                                                              2.957461e-01
Mjob _||_ goout                                                                                                      2.598337e-01
Mjob _||_ health                                                                                                     5.402998e-01
Mjob _||_ higher | Medu                                                                                              4.620122e-02
Mjob _||_ paid | failures, famrel, famsup                                                                            7.997662e-01
Mjob _||_ paid | absences, famrel, famsup                                                                            7.231597e-01
Mjob _||_ paid | famrel, famsup, traveltime                                                                          9.818325e-01
Mjob _||_ paid | famrel, famsup, school                                                                              7.386132e-01
Mjob _||_ paid | famrel, higher                                                                                      9.001508e-01
Mjob _||_ paid | Fedu, Medu, famrel                                                                                  9.341444e-02
Mjob _||_ paid | Fjob, Medu, famrel                                                                                  3.911202e-01
Mjob _||_ romantic                                                                                                   2.950031e-01
Mjob _||_ school | higher                                                                                            1.275075e-05
Mjob _||_ school | Medu                                                                                              1.858603e-02
Mjob _||_ schoolsup | school                                                                                         2.467422e-01
Mjob _||_ schoolsup | higher                                                                                         2.883626e-01
Mjob _||_ schoolsup | Medu                                                                                           6.522912e-01
Mjob _||_ studytime | failures, famsup, higher, paid                                                                 5.122326e-01
Mjob _||_ studytime | famrel, higher                                                                                 8.608583e-01
Mjob _||_ studytime | Fedu, Medu, famrel                                                                             2.203683e-01
Mjob _||_ studytime | Fjob, Medu, famrel                                                                             5.003399e-01
Mjob _||_ traveltime | school                                                                                        1.523771e-01
Mjob _||_ traveltime | higher                                                                                        1.504822e-02
Mjob _||_ traveltime | Medu                                                                                          2.011868e-01
absences _||_ activities                                                                                             5.211611e-01
absences _||_ age                                                                                                    7.658005e-03
absences _||_ famrel | Fjob, Mjob                                                                                    2.769501e-02
absences _||_ famrel | Fjob, Medu                                                                                    1.019111e-01
absences _||_ famrel | Fedu, Mjob                                                                                    4.241394e-01
absences _||_ famrel | Fedu, Medu                                                                                    2.394732e-01
absences _||_ famrel | higher                                                                                        3.582822e-01
absences _||_ famrel | school                                                                                        7.052641e-02
absences _||_ famrel | traveltime                                                                                    2.686341e-02
absences _||_ famsup | higher                                                                                        6.626405e-01
absences _||_ famsup | school                                                                                        3.706020e-01
absences _||_ famsup | traveltime                                                                                    6.775914e-01
absences _||_ freetime | paid, schoolsup, traveltime                                                                 3.836378e-01
absences _||_ freetime | failures, traveltime                                                                        5.705913e-01
absences _||_ goout                                                                                                  7.756194e-02
absences _||_ higher | school                                                                                        4.012313e-05
absences _||_ higher | traveltime                                                                                    2.683167e-02
absences _||_ paid | failures, famrel, famsup                                                                        4.094372e-01
absences _||_ paid | failures, higher                                                                                6.513511e-01
absences _||_ paid | failures, school                                                                                5.749484e-01
absences _||_ paid | failures, traveltime                                                                            5.085495e-01
absences _||_ romantic                                                                                               2.835900e-01
absences _||_ school | traveltime                                                                                    4.153804e-02
absences _||_ schoolsup | failures, school                                                                           3.548057e-01
absences _||_ schoolsup | failures, traveltime                                                                       7.109435e-01
absences _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                   6.546284e-03
absences _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                   4.943089e-03
absences _||_ studytime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup           1.707011e-04
absences _||_ studytime | activities, failures, freetime, goout, health, paid, romantic, school, schoolsup           3.464892e-04
absences _||_ studytime | failures, health, traveltime                                                               2.736602e-01
activities _||_ failures                                                                                             7.366348e-02
activities _||_ famrel                                                                                               5.188216e-01
activities _||_ famsup                                                                                               8.498168e-01
activities _||_ goout                                                                                                1.856547e-01
activities _||_ health                                                                                               4.018523e-01
activities _||_ higher                                                                                               2.526031e-01
activities _||_ paid                                                                                                 9.377563e-02
activities _||_ romantic | age                                                                                       4.242424e-01
activities _||_ school                                                                                               2.399373e-02
activities _||_ schoolsup                                                                                            4.409894e-01
activities _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                 1.035506e-01
activities _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                 4.649116e-03
activities _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                 1.910109e-03
activities _||_ studytime | age, freetime, paid, schoolsup, traveltime                                               1.253861e-01
activities _||_ traveltime                                                                                           7.976979e-01
age _||_ failures                                                                                                    1.086480e-17
age _||_ famrel                                                                                                      3.272726e-01
age _||_ famsup                                                                                                      1.622905e-01
age _||_ freetime | activities, goout, romantic                                                                      3.876254e-01
age _||_ goout                                                                                                       8.321468e-02
age _||_ health                                                                                                      4.658983e-01
age _||_ higher                                                                                                      1.819336e-11
age _||_ paid                                                                                                        4.360463e-01
age _||_ school                                                                                                      2.759848e-01
age _||_ schoolsup                                                                                                   3.227332e-04
age _||_ traveltime                                                                                                  3.373150e-01
failures _||_ famrel | Fjob, Mjob                                                                                    4.587314e-02
failures _||_ famrel | Fjob, Medu                                                                                    1.228211e-01
failures _||_ famrel | Fedu, Mjob                                                                                    4.327325e-02
failures _||_ famrel | Fedu, Medu                                                                                    1.261654e-02
failures _||_ famrel | higher                                                                                        2.847441e-02
failures _||_ famrel | school                                                                                        3.670124e-02
failures _||_ famrel | traveltime                                                                                    1.274389e-01
failures _||_ famrel | absences                                                                                      8.682105e-02
failures _||_ famsup | higher                                                                                        4.028932e-01
failures _||_ famsup | school                                                                                        4.811592e-01
failures _||_ famsup | traveltime                                                                                    6.188771e-01
failures _||_ famsup | absences                                                                                      3.589362e-01
failures _||_ freetime | paid, schoolsup, traveltime                                                                 4.166033e-01
failures _||_ freetime | absences, paid, school, schoolsup                                                           4.115777e-01
failures _||_ goout                                                                                                  6.228711e-01
failures _||_ health | absences                                                                                      2.878745e-01
failures _||_ higher | school                                                                                        1.390720e-13
failures _||_ higher | traveltime                                                                                    2.241002e-15
failures _||_ higher | absences                                                                                      6.375202e-12
failures _||_ romantic                                                                                               2.169183e-01
failures _||_ school | traveltime                                                                                    4.793174e-03
failures _||_ school | absences                                                                                      6.093888e-05
failures _||_ traveltime | absences                                                                                  2.615711e-01
famrel _||_ freetime | paid, schoolsup, traveltime                                                                   8.392162e-04
famrel _||_ freetime | absences, paid, school, schoolsup                                                             1.473839e-02
famrel _||_ freetime | failures, paid, school                                                                        6.123107e-02
famrel _||_ freetime | failures, higher, paid                                                                        2.055839e-02
famrel _||_ goout                                                                                                    3.290862e-02
famrel _||_ health                                                                                                   2.151515e-02
famrel _||_ higher | Fedu, Medu                                                                                      5.104127e-01
famrel _||_ higher | Fedu, Mjob                                                                                      7.184014e-02
famrel _||_ higher | Fjob, Medu                                                                                      1.381946e-01
famrel _||_ higher | Fjob, Mjob                                                                                      1.494927e-01
famrel _||_ romantic                                                                                                 1.804283e-01
famrel _||_ school | higher                                                                                          2.521983e-01
famrel _||_ school | Fedu, Medu                                                                                      3.002354e-01
famrel _||_ school | Fedu, Mjob                                                                                      7.500482e-01
famrel _||_ school | Fjob, Medu                                                                                      3.176368e-01
famrel _||_ school | Fjob, Mjob                                                                                      2.565171e-01
famrel _||_ schoolsup | school                                                                                       4.930923e-01
famrel _||_ schoolsup | higher                                                                                       5.821003e-01
famrel _||_ schoolsup | Fedu, Medu                                                                                   4.540697e-01
famrel _||_ schoolsup | Fedu, Mjob                                                                                   1.917458e-01
famrel _||_ schoolsup | Fjob, Medu                                                                                   5.327874e-01
famrel _||_ schoolsup | Fjob, Mjob                                                                                   4.433848e-01
famrel _||_ studytime | failures, famsup, higher, paid                                                               4.618662e-02
famrel _||_ traveltime | school                                                                                      6.211297e-01
famrel _||_ traveltime | higher                                                                                      9.598100e-01
famrel _||_ traveltime | Fedu, Medu                                                                                  2.010558e-01
famrel _||_ traveltime | Fedu, Mjob                                                                                  5.515720e-01
famrel _||_ traveltime | Fjob, Medu                                                                                  2.003074e-01
famrel _||_ traveltime | Fjob, Mjob                                                                                  3.165615e-01
famsup _||_ freetime | paid, schoolsup, traveltime                                                                   2.589771e-01
famsup _||_ freetime | absences, paid, school, schoolsup                                                             4.672689e-02
famsup _||_ freetime | failures, paid, school                                                                        3.831205e-01
famsup _||_ freetime | failures, higher, paid                                                                        3.510378e-01
famsup _||_ goout                                                                                                    1.896137e-01
famsup _||_ health                                                                                                   9.697820e-01
famsup _||_ romantic                                                                                                 5.511222e-01
famsup _||_ school | higher                                                                                          1.471501e-01
famsup _||_ schoolsup | school                                                                                       1.851961e-01
famsup _||_ schoolsup | higher                                                                                       1.109481e-01
famsup _||_ traveltime | school                                                                                      6.166513e-01
famsup _||_ traveltime | higher                                                                                      2.968323e-01
freetime _||_ health | absences, traveltime                                                                          1.954320e-02
freetime _||_ health | failures, traveltime                                                                          2.047204e-02
freetime _||_ health | paid, schoolsup, traveltime                                                                   7.424374e-02
freetime _||_ higher | famrel, famsup, school                                                                        3.295716e-02
freetime _||_ higher | failures, paid, school                                                                        2.310372e-01
freetime _||_ higher | absences, paid, school, schoolsup                                                             2.798876e-01
freetime _||_ higher | failures, famrel, famsup, schoolsup, traveltime                                               3.849872e-02
freetime _||_ higher | paid, schoolsup, traveltime                                                                   6.317543e-02
freetime _||_ school | failures, higher, schoolsup, traveltime                                                       2.692807e-01
freetime _||_ school | failures, famrel, famsup, schoolsup, traveltime                                               2.409836e-01
freetime _||_ school | paid, schoolsup, traveltime                                                                   4.706745e-01
goout _||_ health                                                                                                    1.515276e-01
goout _||_ higher                                                                                                    6.739171e-03
goout _||_ paid                                                                                                      1.803374e-01
goout _||_ school                                                                                                    7.928902e-02
goout _||_ schoolsup                                                                                                 5.980033e-01
goout _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                      2.793207e-04
goout _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                      1.640510e-03
goout _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                      7.021465e-05
goout _||_ studytime | age, freetime, paid, schoolsup, traveltime                                                    3.874015e-03
goout _||_ traveltime                                                                                                7.924600e-02
health _||_ higher                                                                                                   6.965581e-01
health _||_ paid | failures, famrel, famsup                                                                          4.541903e-01
health _||_ paid | failures, higher                                                                                  2.347030e-01
health _||_ paid | failures, school                                                                                  8.827144e-01
health _||_ paid | absences, famrel, famsup                                                                          5.327174e-01
health _||_ paid | absences, higher                                                                                  7.137146e-01
health _||_ paid | absences, school                                                                                  9.109144e-01
health _||_ paid | failures, traveltime                                                                              1.849255e-01
health _||_ paid | absences, traveltime                                                                              1.272286e-01
health _||_ romantic                                                                                                 7.593372e-01
health _||_ school                                                                                                   5.210692e-01
health _||_ schoolsup | failures, school                                                                             3.295606e-02
health _||_ schoolsup | absences, school                                                                             4.833784e-01
health _||_ schoolsup | failures, traveltime                                                                         8.778235e-01
health _||_ schoolsup | absences, traveltime                                                                         2.923897e-01
health _||_ traveltime                                                                                               7.480717e-01
higher _||_ paid | failures, famrel, famsup                                                                          6.466147e-01
higher _||_ paid | absences, famrel, famsup                                                                          5.592616e-01
higher _||_ paid | famrel, famsup, traveltime                                                                        4.137804e-01
higher _||_ paid | famrel, famsup, school                                                                            3.777345e-01
higher _||_ romantic                                                                                                 1.134162e-02
higher _||_ schoolsup | school                                                                                       1.385497e-01
higher _||_ traveltime | school                                                                                      2.640872e-01
paid _||_ romantic                                                                                                   6.409077e-01
paid _||_ school | higher, traveltime                                                                                7.371284e-01
paid _||_ school | absences, higher                                                                                  8.155726e-01
paid _||_ school | famrel, famsup, traveltime                                                                        4.612879e-01
paid _||_ school | absences, famrel, famsup                                                                          7.492452e-01
paid _||_ school | failures, higher                                                                                  5.380122e-01
paid _||_ school | failures, famrel, famsup                                                                          5.277169e-01
paid _||_ schoolsup | failures, school                                                                               5.667699e-01
paid _||_ schoolsup | failures, higher                                                                               4.290194e-01
paid _||_ schoolsup | failures, famrel, famsup                                                                       1.620396e-01
paid _||_ traveltime | absences, school                                                                              9.595197e-01
paid _||_ traveltime | absences, higher                                                                              9.396686e-01
paid _||_ traveltime | absences, famrel, famsup                                                                      6.022091e-01
paid _||_ traveltime | failures, school                                                                              9.657323e-01
paid _||_ traveltime | failures, higher                                                                              7.432220e-01
paid _||_ traveltime | failures, famrel, famsup                                                                      7.586013e-02
romantic _||_ school                                                                                                 6.571186e-02
romantic _||_ schoolsup                                                                                              1.627958e-02
romantic _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                   4.257287e-02
romantic _||_ studytime | age, failures, freetime, health, paid, school, schoolsup                                   1.638835e-02
romantic _||_ studytime | absences, age, freetime, health, paid, school, schoolsup                                   2.040108e-02
romantic _||_ studytime | age, freetime, paid, schoolsup, traveltime                                                 8.275930e-02
romantic _||_ traveltime                                                                                             8.804187e-01
school _||_ studytime | age, failures, freetime, health, higher, paid, schoolsup                                     8.523763e-02
school _||_ studytime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup             1.337874e-03
school _||_ studytime | failures, higher, schoolsup, traveltime                                                      3.056079e-03
schoolsup _||_ traveltime | absences, school                                                                         7.748442e-02
schoolsup _||_ traveltime | failures, school                                                                         4.101149e-01
studytime _||_ traveltime | absences, activities, freetime, goout, health, paid, romantic, school, schoolsup         1.547371e-02
studytime _||_ traveltime | absences, age, freetime, health, paid, school, schoolsup                                 6.308259e-05
studytime _||_ traveltime | activities, failures, freetime, goout, health, paid, romantic, school, schoolsup         5.396452e-04
studytime _||_ traveltime | age, failures, freetime, health, paid, school, schoolsup                                 1.065709e-03
studytime _||_ traveltime | activities, failures, freetime, goout, health, higher, paid, romantic, schoolsup         2.218296e-04
studytime _||_ traveltime | age, failures, freetime, health, higher, paid, schoolsup                                 3.279832e-03