ml4qc package

Submodules

• ml4qc.surveyml module
  • OLSControlTransformer
    • OLSControlTransformer.__init__()
    • OLSControlTransformer.fit()
    • OLSControlTransformer.set_control_features()
    • OLSControlTransformer.transform()
  • SurveyML
    • SurveyML.__init__()
    • SurveyML.benchmark_by_category()
    • SurveyML.classify_by_category()
    • SurveyML.columns_by_type()
    • SurveyML.features_by_type()
    • SurveyML.identify_clusters()
    • SurveyML.identify_outliers()
    • SurveyML.inverse_distance_ignoring_closest()
    • SurveyML.preprocess_for_prediction()
• ml4qc.surveymlclassifier module
  • SurveyMLClassifier
    • SurveyMLClassifier.__init__()
    • SurveyMLClassifier.build_nn_model()
    • SurveyMLClassifier.cv_for_best_hyperparameters()
    • SurveyMLClassifier.report_feature_importance()
    • SurveyMLClassifier.report_prediction_results()
    • SurveyMLClassifier.run_prediction_model()
  • ThresholdClassifier
    • ThresholdClassifier.__init__()
    • ThresholdClassifier.decision_function()
    • ThresholdClassifier.fit()
    • ThresholdClassifier.predict()
    • ThresholdClassifier.predict_proba()
    • ThresholdClassifier.set_score_request()

Module contents