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conll2012-6领域测试集-4种分词方法性能.txt
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conll2012-6领域测试集-4种分词方法性能.txt
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('Now filename_1:', 'bc_conll_testing.utf8')
test_documents/conll2012_test_pred_samme\bc_conll_testing.utf8
Samme
result:
标准词数:15405个,正确词数:14628个,错误词数:892个
标准行数:885,正确行数:553,错误行数:332
Recall: 0.949562
Precision: 0.942526
F MEASURE: 0.946031
ERR RATE: 0.057903
Samme_3_15
result:
标准词数:15405个,正确词数:14742个,错误词数:682个
标准行数:885,正确行数:578,错误行数:307
Recall: 0.956962
Precision: 0.955783
F MEASURE: 0.956372
ERR RATE: 0.044271
Mine
result:
标准词数:15405个,正确词数:14623个,错误词数:892个
标准行数:885,正确行数:564,错误行数:321
Recall: 0.949237
Precision: 0.942507
F MEASURE: 0.945860
ERR RATE: 0.057903
Jieba
result:
标准词数:15405个,正确词数:12806个,错误词数:1941个
标准行数:885,正确行数:283,错误行数:602
Recall: 0.831289
Precision: 0.868380
F MEASURE: 0.849430
ERR RATE: 0.125998
--------------------
('Now filename_2:', 'bn_conll_testing.utf8')
test_documents/conll2012_test_pred_samme\bn_conll_testing.utf8
Samme
result:
标准词数:26940个,正确词数:23895个,错误词数:3170个
标准行数:929,正确行数:203,错误行数:726
Recall: 0.886971
Precision: 0.882875
F MEASURE: 0.884918
ERR RATE: 0.117669
Samme_3_15
result:
标准词数:26940个,正确词数:25735个,错误词数:1228个
标准行数:929,正确行数:474,错误行数:455
Recall: 0.955271
Precision: 0.954456
F MEASURE: 0.954863
ERR RATE: 0.045583
Mine
result:
标准词数:26940个,正确词数:24795个,错误词数:1725个
标准行数:929,正确行数:412,错误行数:517
Recall: 0.920379
Precision: 0.934955
F MEASURE: 0.927609
ERR RATE: 0.064031
Jieba
result:
标准词数:26940个,正确词数:21762个,错误词数:4452个
标准行数:929,正确行数:96,错误行数:833
Recall: 0.807795
Precision: 0.830167
F MEASURE: 0.818828
ERR RATE: 0.165256
--------------------
('Now filename_3:', 'mz_conll_testing.utf8')
test_documents/conll2012_test_pred_samme\mz_conll_testing.utf8
Samme
result:
标准词数:14105个,正确词数:11824个,错误词数:1913个
标准行数:451,正确行数:62,错误行数:389
Recall: 0.838284
Precision: 0.860741
F MEASURE: 0.849364
ERR RATE: 0.135626
Samme_3_15
result:
标准词数:14105个,正确词数:13057个,错误词数:885个
标准行数:451,正确行数:148,错误行数:303
Recall: 0.925700
Precision: 0.936523
F MEASURE: 0.931080
ERR RATE: 0.062744
Mine
result:
标准词数:14105个,正确词数:12586个,错误词数:1320个
标准行数:451,正确行数:115,错误行数:336
Recall: 0.892308
Precision: 0.905077
F MEASURE: 0.898647
ERR RATE: 0.093584
Jieba
result:
标准词数:14105个,正确词数:11227个,错误词数:1880个
标准行数:451,正确行数:50,错误行数:401
Recall: 0.795959
Precision: 0.856565
F MEASURE: 0.825151
ERR RATE: 0.133286
--------------------
('Now filename_4:', 'nw_conll_testing.utf8')
test_documents/conll2012_test_pred_samme\nw_conll_testing.utf8
Samme
result:
标准词数:11722个,正确词数:10262个,错误词数:1315个
标准行数:481,正确行数:148,错误行数:333
Recall: 0.875448
Precision: 0.886413
F MEASURE: 0.880896
ERR RATE: 0.112182
Samme_3_15
result:
标准词数:11722个,正确词数:11241个,错误词数:428个
标准行数:481,正确行数:293,错误行数:188
Recall: 0.958966
Precision: 0.963322
F MEASURE: 0.961139
ERR RATE: 0.036513
Mine
result:
标准词数:11722个,正确词数:10803个,错误词数:639个
标准行数:481,正确行数:255,错误行数:226
Recall: 0.921600
Precision: 0.944153
F MEASURE: 0.932740
ERR RATE: 0.054513
Jieba
result:
标准词数:11722个,正确词数:8753个,错误词数:2109个
标准行数:481,正确行数:83,错误行数:398
Recall: 0.746716
Precision: 0.805837
F MEASURE: 0.775151
ERR RATE: 0.179918
--------------------
('Now filename_5:', 'tc_conll_testing.utf8')
test_documents/conll2012_test_pred_samme\tc_conll_testing.utf8
Samme
result:
标准词数:10198个,正确词数:8409个,错误词数:1304个
标准行数:968,正确行数:456,错误行数:512
Recall: 0.824573
Precision: 0.865747
F MEASURE: 0.844659
ERR RATE: 0.127868
Samme_3_15
result:
标准词数:10198个,正确词数:9550个,错误词数:692个
标准行数:968,正确行数:674,错误行数:294
Recall: 0.936458
Precision: 0.932435
F MEASURE: 0.934442
ERR RATE: 0.067856
Mine
result:
标准词数:10198个,正确词数:9373个,错误词数:811个
标准行数:968,正确行数:642,错误行数:326
Recall: 0.919102
Precision: 0.920365
F MEASURE: 0.919733
ERR RATE: 0.079525
Jieba
result:
标准词数:10198个,正确词数:8620个,错误词数:1263个
标准行数:968,正确行数:523,错误行数:445
Recall: 0.845264
Precision: 0.872205
F MEASURE: 0.858523
ERR RATE: 0.123848
--------------------
('Now filename_6:', 'wb_conll_testing.utf8')
test_documents/conll2012_test_pred_samme\wb_conll_testing.utf8
Samme
result:
标准词数:13938个,正确词数:12455个,错误词数:1825个
标准行数:758,正确行数:261,错误行数:497
Recall: 0.893600
Precision: 0.872199
F MEASURE: 0.882770
ERR RATE: 0.130937
Samme_3_15
result:
标准词数:13938个,正确词数:13087个,错误词数:1013个
标准行数:758,正确行数:383,错误行数:375
Recall: 0.938944
Precision: 0.928156
F MEASURE: 0.933519
ERR RATE: 0.072679
Mine
result:
标准词数:13938个,正确词数:12734个,错误词数:1367个
标准行数:758,正确行数:321,错误行数:437
Recall: 0.913617
Precision: 0.903057
F MEASURE: 0.908306
ERR RATE: 0.098077
Jieba
result:
标准词数:13938个,正确词数:11321个,错误词数:3267个
标准行数:758,正确行数:151,错误行数:607
Recall: 0.812240
Precision: 0.776049
F MEASURE: 0.793732
ERR RATE: 0.234395
--------------------
[Finished in 1.5s]