mlrl.boosting.testbed.experiments.output.probability_calibration package

Author Michael Rapp (michael.rapp.ml@gmail.com)

Provides classes that allow to write textual representation of probability calibration models to different sinks.

Submodules

• mlrl.boosting.testbed.experiments.output.probability_calibration.extension module
  • JointProbabilityCalibrationModelExtension
    • JointProbabilityCalibrationModelExtension.PRINT_JOINT_PROBABILITY_CALIBRATION_MODEL
    • JointProbabilityCalibrationModelExtension.STORE_JOINT_PROBABILITY_CALIBRATION_MODEL
    • JointProbabilityCalibrationModelExtension.configure_experiment()
  • MarginalProbabilityCalibrationModelExtension
    • MarginalProbabilityCalibrationModelExtension.PRINT_MARGINAL_PROBABILITY_CALIBRATION_MODEL
    • MarginalProbabilityCalibrationModelExtension.STORE_MARGINAL_PROBABILITY_CALIBRATION_MODEL
    • MarginalProbabilityCalibrationModelExtension.configure_experiment()
• mlrl.boosting.testbed.experiments.output.probability_calibration.model_isotonic module
  • IsotonicRegressionModel
    • IsotonicRegressionModel.BinList
      • IsotonicRegressionModel.BinList.probabilities
      • IsotonicRegressionModel.BinList.thresholds
    • IsotonicRegressionModel.Visitor
      • IsotonicRegressionModel.Visitor.visit_bin()
    • IsotonicRegressionModel.to_table()
    • IsotonicRegressionModel.to_text()
• mlrl.boosting.testbed.experiments.output.probability_calibration.model_no module
  • NoCalibrationModel
    • NoCalibrationModel.to_table()
    • NoCalibrationModel.to_text()
• mlrl.boosting.testbed.experiments.output.probability_calibration.writer module
  • JointProbabilityCalibrationModelWriter
    • JointProbabilityCalibrationModelWriter.DefaultExtractor
  • MarginalProbabilityCalibrationModelWriter
    • MarginalProbabilityCalibrationModelWriter.DefaultExtractor
  • ProbabilityCalibrationModelWriter
    • ProbabilityCalibrationModelWriter.DefaultExtractor
      • ProbabilityCalibrationModelWriter.DefaultExtractor.extract_data()