mlrl.testbed.experiments.output.evaluation package

Submodules

• mlrl.testbed.experiments.output.evaluation.evaluation_result module
  • AggregatedEvaluationResult
    • AggregatedEvaluationResult.AGGREGATION_MEASURES
    • AggregatedEvaluationResult.COLUMN_DATASET
    • AggregatedEvaluationResult.COLUMN_PREFIX_PARAMETER
    • AggregatedEvaluationResult.CONTEXT
    • AggregatedEvaluationResult.OPTION_ENABLE_ALL
    • AggregatedEvaluationResult.OPTION_RANK
    • AggregatedEvaluationResult.PROPERTIES
    • AggregatedEvaluationResult.to_table()
    • AggregatedEvaluationResult.to_text()
  • EvaluationResult
    • EvaluationResult.CONTEXT
    • EvaluationResult.PROPERTIES
• mlrl.testbed.experiments.output.evaluation.extension module
  • AggregatedEvaluationExtension
    • AggregatedEvaluationExtension.PRINT_EVALUATION
    • AggregatedEvaluationExtension.SAVE_EVALUATION
    • AggregatedEvaluationExtension.configure_experiment()
    • AggregatedEvaluationExtension.get_supported_modes()
• mlrl.testbed.experiments.output.evaluation.measurements module
  • Measurements
    • Measurements.average_by_measure()
    • Measurements.averages_as_dict()
    • Measurements.values_as_dict()
    • Measurements.values_by_measure()
• mlrl.testbed.experiments.output.evaluation.measures module
  • AggregationMeasure
    • AggregationMeasure.AggregationFunction
    • AggregationMeasure.aggregate()
  • Measure
    • Measure.EvaluationFunction
    • Measure.UNIT_SECONDS
    • Measure.evaluate()
    • Measure.is_smaller_better()
• mlrl.testbed.experiments.output.evaluation.writer module
  • AggregatedEvaluationWriter
    • AggregatedEvaluationWriter.InputExtractor
      • AggregatedEvaluationWriter.InputExtractor.extract_data()