mlrl.testbed_sklearn.experiments.output.characteristics package

Subpackages

• mlrl.testbed_sklearn.experiments.output.characteristics.data package
  • DataCharacteristics
    • DataCharacteristics.CONTEXT
    • DataCharacteristics.OPTION_EXAMPLES
    • DataCharacteristics.OPTION_FEATURES
    • DataCharacteristics.OPTION_FEATURE_DENSITY
    • DataCharacteristics.OPTION_FEATURE_SPARSITY
    • DataCharacteristics.OPTION_NOMINAL_FEATURES
    • DataCharacteristics.OPTION_NUMERICAL_FEATURES
    • DataCharacteristics.OPTION_ORDINAL_FEATURES
    • DataCharacteristics.PROPERTIES
    • DataCharacteristics.from_dataset()
    • DataCharacteristics.to_table()
    • DataCharacteristics.to_text()
  • DataCharacteristicsWriter
    • DataCharacteristicsWriter.DefaultExtractor
      • DataCharacteristicsWriter.DefaultExtractor.extract_data()
    • DataCharacteristicsWriter.InputExtractor
      • DataCharacteristicsWriter.InputExtractor.extract_data()
  • OutputCharacteristics
    • OutputCharacteristics.OPTION_DISTINCT_LABEL_VECTORS
    • OutputCharacteristics.OPTION_LABEL_CARDINALITY
    • OutputCharacteristics.OPTION_LABEL_IMBALANCE_RATIO
    • OutputCharacteristics.OPTION_OUTPUTS
    • OutputCharacteristics.OPTION_OUTPUT_DENSITY
    • OutputCharacteristics.OPTION_OUTPUT_SPARSITY
    • OutputCharacteristics.to_table()
    • OutputCharacteristics.to_text()
  • PredictionCharacteristicsWriter
    • PredictionCharacteristicsWriter.DefaultExtractor
      • PredictionCharacteristicsWriter.DefaultExtractor.extract_data()
    • PredictionCharacteristicsWriter.InputExtractor
      • PredictionCharacteristicsWriter.InputExtractor.extract_data()
  • Submodules
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.characteristics module
      • Characteristic
      • OutputCharacteristics
      • get_output_characteristics()
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.characteristics_data module
      • DataCharacteristics
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.characteristics_prediction module
      • PredictionCharacteristics
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.extension module
      • TabularDataCharacteristicExtension
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.extension_prediction module
      • PredictionCharacteristicsExtension
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.matrix_feature module
      • FeatureMatrix
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.matrix_label module
      • LabelMatrix
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.matrix_output module
      • OutputMatrix
      • density()
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.writer_data module
      • DataCharacteristicsWriter
    • mlrl.testbed_sklearn.experiments.output.characteristics.data.writer_prediction module
      • PredictionCharacteristicsWriter