mlrl.testbed_sklearn.experiments package

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

Provides classes that allow running experiments using the scikit-learn framework.

Subpackages

• mlrl.testbed_sklearn.experiments.input package
  • Subpackages
    • mlrl.testbed_sklearn.experiments.input.dataset package
      • Subpackages
      • Submodules
• mlrl.testbed_sklearn.experiments.output package
  • Subpackages
    • mlrl.testbed_sklearn.experiments.output.characteristics package
      • Subpackages
    • mlrl.testbed_sklearn.experiments.output.dataset package
      • Submodules
    • mlrl.testbed_sklearn.experiments.output.evaluation package
      • Submodules
    • mlrl.testbed_sklearn.experiments.output.label_vectors package
      • Submodules
• mlrl.testbed_sklearn.experiments.prediction package
  • Submodules
    • mlrl.testbed_sklearn.experiments.prediction.extension module
      • PredictionTypeExtension
    • mlrl.testbed_sklearn.experiments.prediction.predictor module
      • PredictionFunction
      • Predictor
    • mlrl.testbed_sklearn.experiments.prediction.predictor_global module
      • GlobalPredictionFunction
      • GlobalPredictor

Submodules

• mlrl.testbed_sklearn.experiments.dataset module
  • Attribute
    • Attribute.attribute_type
    • Attribute.name
    • Attribute.nominal_values
  • AttributeType
    • AttributeType.NOMINAL
    • AttributeType.NUMERICAL
    • AttributeType.ORDINAL
  • TabularDataset
    • TabularDataset.enforce_dense_features()
    • TabularDataset.enforce_dense_outputs()
    • TabularDataset.features
    • TabularDataset.get_feature_indices()
    • TabularDataset.get_num_features()
    • TabularDataset.has_sparse_features
    • TabularDataset.has_sparse_outputs
    • TabularDataset.num_examples
    • TabularDataset.num_features
    • TabularDataset.num_outputs
    • TabularDataset.outputs
    • TabularDataset.x
    • TabularDataset.y
• mlrl.testbed_sklearn.experiments.experiment module
  • SkLearnExperiment
    • SkLearnExperiment.Builder
• mlrl.testbed_sklearn.experiments.problem_domain module
  • SkLearnClassificationProblem
    • SkLearnClassificationProblem.feature_dtype
    • SkLearnClassificationProblem.output_dtype
  • SkLearnProblem
    • SkLearnProblem.PredictorFactory
      • SkLearnProblem.PredictorFactory.create()
    • SkLearnProblem.feature_dtype
    • SkLearnProblem.learner_name
    • SkLearnProblem.output_dtype
  • SkLearnRegressionProblem
    • SkLearnRegressionProblem.feature_dtype
    • SkLearnRegressionProblem.output_dtype