library.phases.phases_implementation.modelling.results_analysis package

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Submodules

• library.phases.phases_implementation.modelling.results_analysis.result_analysis module
  • InTuningResultAnalysis
    • InTuningResultAnalysis.extract_metrics()
    • InTuningResultAnalysis.feature_importance()
    • InTuningResultAnalysis.plot_results()
  • PostTuningResultAnalysis
    • PostTuningResultAnalysis.extract_metrics()
    • PostTuningResultAnalysis.feature_importance()
    • PostTuningResultAnalysis.plot_results()
  • PreTuningResultAnalysis
    • PreTuningResultAnalysis.extract_metrics()
    • PreTuningResultAnalysis.feature_importance()
    • PreTuningResultAnalysis.plot_results()
  • ResultAnalysis
    • ResultAnalysis.extract_metrics()
    • ResultAnalysis.feature_importance()
    • ResultAnalysis.plot_multiple_model_metrics()
    • ResultAnalysis.plot_results()
• library.phases.phases_implementation.modelling.results_analysis.results_df module
  • ResultsDF
    • ResultsDF.check_header_consistency()
    • ResultsDF.plot_results_over_time()
    • ResultsDF.serialize_params()
    • ResultsDF.store_results()