added file containing model names and hyperaprams to run for all models inc FS
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6 changed files with 536 additions and 299 deletions
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@ -16,7 +16,6 @@ Created on Tue Mar 15 11:09:50 2022
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cv = skf_cv
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# LogisticRegression: Feature Selelction + GridSearch CV + Pipeline
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###############################################################################
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# Define estimator
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estimator = LogisticRegression(**rs)
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@ -8,7 +8,7 @@ Created on Wed May 18 06:03:24 2022
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#cv = rskf_cv
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cv = skf_cv
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# AdaBoostClassifier: Feature Selelction + GridSearch CV + Pipeline
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# RandomForestClassifier: Feature Selelction + GridSearch CV + Pipeline
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###############################################################################
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# Define estimator
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estimator = [RandomForestClassifier(**rs, **njobs, bootstrap = True, oob_score = True)](**rs)
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@ -190,4 +190,4 @@ output_modelD
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# json.dump(output_modelD, f)
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# #
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# with open(file, 'r') as f:
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# data = json.load(f)
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# data = json.load(f)
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