mlrl.seco package

This module provides rule learners that make use of the Separate-and-Conquer (SeCo) paradigm.

mlrl.seco.Runnable

alias of SeCoRunnable

Subpackages

• mlrl.seco.config package
  • Submodules
    • mlrl.seco.config.parameters module
      • HeadTypeParameter
      • HeuristicParameter
      • LiftFunctionParameter
      • PruningHeuristicParameter
• mlrl.seco.cython package
  • Submodules
    • mlrl.seco.cython.heuristic module
      • FMeasureConfig
      • MEstimateConfig
    • mlrl.seco.cython.learner module
      • AccuracyHeuristicMixin
      • AccuracyPruningHeuristicMixin
      • CoverageStoppingCriterionMixin
      • FMeasureHeuristicMixin
      • FMeasurePruningHeuristicMixin
      • KlnLiftFunctionMixin
      • LaplaceHeuristicMixin
      • LaplacePruningHeuristicMixin
      • MEstimateHeuristicMixin
      • MEstimatePruningHeuristicMixin
      • NoCoverageStoppingCriterionMixin
      • NoLiftFunctionMixin
      • OutputWiseBinaryPredictionMixin
      • PartialHeadMixin
      • PeakLiftFunctionMixin
      • PrecisionHeuristicMixin
      • PrecisionPruningHeuristicMixin
      • RecallHeuristicMixin
      • RecallPruningHeuristicMixin
      • SingleOutputHeadMixin
      • WraHeuristicMixin
      • WraPruningHeuristicMixin
    • mlrl.seco.cython.learner_seco module
      • SeCoClassifier
      • SeCoClassifierConfig
    • mlrl.seco.cython.lift_function module
      • KlnLiftFunctionConfig
      • PeakLiftFunctionConfig
    • mlrl.seco.cython.package_info module
      • get_cpp_library_info()
    • mlrl.seco.cython.stopping_criterion module
      • CoverageStoppingCriterionConfig
• mlrl.seco.testbed package
  • Submodules
    • mlrl.seco.testbed.runnables module
      • SeCoRunnable

Submodules

• mlrl.seco.learners module
  • SeCoClassifier
• mlrl.seco.package_info module
  • get_package_info()