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results.json
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[
{
"Fit Time": [
"0:00:05.121750",
"0:00:05.285786",
"0:00:01.457792",
"0:00:00.408908",
"0:00:12.881445"
],
"classifier": [
"LogisticRegression",
"DecisionTreeClassifier",
"KNeighborsClassifier",
"BernoulliNB",
"RandomForestClassifier"
],
"test_accuracy": [
0.9283208020050125,
0.8776942355889725,
0.9218045112781954,
0.8631578947368421,
0.9233082706766916
],
"test_f1": [
0.9489055690157573,
0.9129894381735857,
0.9434212965318108,
0.8945622252946108,
0.9460584460188078
],
"test_precision": [
0.9421442521256859,
0.9049939449786244,
0.9511201980081821,
0.9651176388667672,
0.9275485818661913
],
"test_recall": [
0.956081344310833,
0.9215255954081499,
0.935927070617874,
0.833690881230034,
0.9654390566968807
],
"train_accuracy": [
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0.9996240601503759,
0.9307017543859649,
0.8661654135338346,
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],
"train_f1": [
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0.9997298514182802,
0.9499658574452777,
0.8966897667206732,
0.9997300134507178
],
"train_precision": [
0.9505986042811163,
1.0,
0.9550747592961126,
0.9692593043822175,
0.9996402877697841
],
"train_recall": [
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0.9994599459945995,
0.9449251759708345,
0.8342338550401802,
0.9998199819981999
]
}
]