calzone

Contents:

  • Welcome to the documentation for calzone
  • Quick Start
  • Summary and guide for calzone
  • Reliability diagram
  • Exepected Calibration Error(ECE) and Maximum Calibration Error (MCE)
  • Hosmer-Lemeshow test (HL test)
  • COX calibration analysis
  • Integrated Calibration Index (ICI)
  • Spiegelhalter’s Z-test
  • Prevalence adjustment
  • Subgroup analysis
  • Multiclass extension
  • Running the GUI
  • Validating metrics with external packages
  • calzone
    • calzone package
calzone
  • calzone
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calzone

  • calzone package
    • Submodules
    • calzone.metrics module
      • CalibrationMetrics
        • CalibrationMetrics.__init__()
        • CalibrationMetrics.bootstrap()
        • CalibrationMetrics.calculate_metrics()
        • CalibrationMetrics.optimal_prevalence_adjustment()
      • cal_ICI()
      • cal_ICI_cox()
      • cal_ICI_func()
      • calculate_ece_mce()
      • cox_regression_analysis()
      • get_CI()
      • hosmer_lemeshow_test()
      • logit_func()
      • lowess_regression_analysis()
      • spiegelhalter_z_test()
    • calzone.utils module
      • apply_prevalence_adjustment()
      • data_loader
        • data_loader.data_path
        • data_loader.Header
        • data_loader.subgroups
        • data_loader.subgroup_indices
        • data_loader.have_subgroup
        • data_loader.data
        • data_loader.probs
        • data_loader.labels
        • data_loader.subgroups_class
        • data_loader.subgroups_index
        • data_loader.__init__()
        • data_loader.transform_topclass()
        • data_loader.__init__()
        • data_loader.transform_topclass()
      • fake_binary_data_generator
        • fake_binary_data_generator.alpha_val
        • fake_binary_data_generator.beta_val
        • fake_binary_data_generator.__init__()
        • fake_binary_data_generator.abraitary_miscal()
        • fake_binary_data_generator.generate_data()
        • fake_binary_data_generator.linear_miscal()
      • find_optimal_prevalence()
      • loss()
      • make_roc_curve()
      • reliability_diagram()
      • removing_nan()
      • softmax_to_logits()
      • transform_topclass()
    • calzone.vis module
      • plot_reliability_diagram()
      • plot_roc_curve()
    • Module contents
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