mlrl.common.testbed.experiments.output.characteristics.model package¶
Author Michael Rapp (michael.rapp.ml@gmail.com)
Provides classes that allow to write characteristics of models to different sinks.
- class mlrl.common.testbed.experiments.output.characteristics.model.RuleModelCharacteristicsExtension(*dependencies: Extension)¶
Bases:
ExtensionAn extension that configures the functionality to write characteristics of rule models to one or several sinks.
- PRINT_MODEL_CHARACTERISTICS = <mlrl.util.cli.BoolArgument object>¶
- SAVE_MODEL_CHARACTERISTICS = <mlrl.util.cli.BoolArgument object>¶
- configure_experiment(args: Namespace, experiment_builder: Builder, _: ExperimentMode)¶
See
mlrl.testbed.extensions.extension.Extension.configure_experiment()
- get_supported_modes() set[ExperimentMode]¶
See
mlrl.testbed.extensions.extension.Extension.get_supported_modes()
Submodules¶
- mlrl.common.testbed.experiments.output.characteristics.model.characteristics module
RuleModelCharacteristicsRuleModelCharacteristics.COLUMN_INDEXRuleModelCharacteristics.COLUMN_NUM_CONDITIONSRuleModelCharacteristics.COLUMN_NUM_CONDITIONS_NOMINAL_EQRuleModelCharacteristics.COLUMN_NUM_CONDITIONS_NOMINAL_NEQRuleModelCharacteristics.COLUMN_NUM_CONDITIONS_NUMERICALRuleModelCharacteristics.COLUMN_NUM_CONDITIONS_NUMERICAL_GRRuleModelCharacteristics.COLUMN_NUM_CONDITIONS_NUMERICAL_LEQRuleModelCharacteristics.COLUMN_NUM_CONDITIONS_ORDINALRuleModelCharacteristics.COLUMN_NUM_CONDITIONS_ORDINAL_GRRuleModelCharacteristics.COLUMN_NUM_CONDITIONS_ORDINAL_LEQRuleModelCharacteristics.COLUMN_NUM_CONDITION_NOMINALRuleModelCharacteristics.COLUMN_NUM_PREDICTIONSRuleModelCharacteristics.COLUMN_NUM_PREDICTIONS_NEGATIVERuleModelCharacteristics.COLUMN_NUM_PREDICTIONS_POSITIVERuleModelCharacteristics.CONTEXTRuleModelCharacteristics.PROPERTIESRuleModelCharacteristics.to_table()RuleModelCharacteristics.to_text()
- mlrl.common.testbed.experiments.output.characteristics.model.extension module
- mlrl.common.testbed.experiments.output.characteristics.model.statistics module
BodyStatisticsBodyStatistics.fraction_nominal_eqBodyStatistics.fraction_nominal_neqBodyStatistics.fraction_numerical_grBodyStatistics.fraction_numerical_leqBodyStatistics.fraction_ordinal_grBodyStatistics.fraction_ordinal_leqBodyStatistics.num_conditionsBodyStatistics.num_nominalBodyStatistics.num_nominal_eqBodyStatistics.num_nominal_neqBodyStatistics.num_numericalBodyStatistics.num_numerical_grBodyStatistics.num_numerical_leqBodyStatistics.num_ordinalBodyStatistics.num_ordinal_grBodyStatistics.num_ordinal_leq
HeadStatisticsRuleModelStatisticsRuleStatistics
- mlrl.common.testbed.experiments.output.characteristics.model.writer module