Merge pull request #54 from HDI-Project/bcyphers/fix_hyperparameter_s…

…cientific_notation Fix hyperparameter scientific notation
HDI-Project · Jan 15, 2018 · 9182af0 · 9182af0
2 parents c12aed7 + d400635
commit 9182af0
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Showing 5 changed files with 10 additions and 10 deletions.
diff --git a/methods/gaussian_process.json b/methods/gaussian_process.json
@@ -12,7 +12,7 @@
         },
         "length_scale": {
            "type": "float_exp",
-           "range": [10e-5, 10e5]
+           "range": [0.01, 100]
         },
         "alpha": {
            "type": "float",

diff --git a/methods/logistic_regression.json b/methods/logistic_regression.json
@@ -4,11 +4,11 @@
     "parameters": {
         "C": {
            "type": "float_exp",
-           "range": [10e-5, 10e5]
+           "range": [1e-5, 1e5]
         },
         "tol": {
            "type": "float_exp",
-           "range": [10e-5, 10e5]
+           "range": [1e-5, 1e5]
         },
         "penalty": {
            "type": "string",

diff --git a/methods/passive_aggressive.json b/methods/passive_aggressive.json
@@ -4,7 +4,7 @@
     "parameters": {
         "C": {
            "type": "float_exp",
-           "range": [10e-5, 10e5]
+           "range": [1e-5, 1e5]
         },
         "fit_intercept": {
            "type": "int_cat",

diff --git a/methods/stochastic_gradient_descent.json b/methods/stochastic_gradient_descent.json
@@ -12,7 +12,7 @@
         },
         "alpha": {
            "type": "float_exp",
-           "range": [10e-5, 10e5]
+           "range": [1e-5, 1e5]
         },
         "l1_ratio": {
            "type": "float",
@@ -32,15 +32,15 @@
         },
         "epsilon": {
            "type": "float_exp",
-           "range": [10e-5, 10e5]
+           "range": [1e-5, 1e5]
         },
         "learning_rate": {
            "type": "string",
            "range": ["constant", "optimal"]
         },
         "eta0": {
            "type": "float_exp",
-           "range": [10e-5, 10e5]
+           "range": [1e-5, 1e5]
         },
         "class_weight": {
            "type": "string",

diff --git a/methods/support_vector_machine.json b/methods/support_vector_machine.json
@@ -4,11 +4,11 @@
     "parameters": {
         "C": {
            "type": "float_exp",
-           "range": [10e-5, 10e5]
+           "range": [1e-5, 1e5]
         },
         "gamma": {
            "type": "float_exp",
-           "range": [10e-5, 10e5]
+           "range": [1e-5, 1e5]
         },
         "kernel": {
            "type": "string",
@@ -20,7 +20,7 @@
         },
         "coef0": {
             "type": "int",
-            "range": [-10e3, 10e3]
+            "range": [-1e3, 1e3]
         },
         "probability": {
             "type": "bool",