mlrl.seco.cython package¶
Submodules¶
- mlrl.seco.cython.heuristic module
- mlrl.seco.cython.learner module
AccuracyHeuristicMixinAccuracyPruningHeuristicMixinCoverageStoppingCriterionMixinFMeasureHeuristicMixinFMeasurePruningHeuristicMixinKlnLiftFunctionMixinLaplaceHeuristicMixinLaplacePruningHeuristicMixinMEstimateHeuristicMixinMEstimatePruningHeuristicMixinNoCoverageStoppingCriterionMixinNoLiftFunctionMixinOutputWiseBinaryPredictionMixinPartialHeadMixinPeakLiftFunctionMixinPrecisionHeuristicMixinPrecisionPruningHeuristicMixinRecallHeuristicMixinRecallPruningHeuristicMixinSingleOutputHeadMixinWraHeuristicMixinWraPruningHeuristicMixin
- mlrl.seco.cython.learner_seco module
SeCoClassifierSeCoClassifierConfigSeCoClassifierConfig.use_accuracy_heuristic()SeCoClassifierConfig.use_accuracy_pruning_heuristic()SeCoClassifierConfig.use_beam_search_top_down_rule_induction()SeCoClassifierConfig.use_coverage_stopping_criterion()SeCoClassifierConfig.use_default_rule()SeCoClassifierConfig.use_equal_frequency_feature_binning()SeCoClassifierConfig.use_equal_width_feature_binning()SeCoClassifierConfig.use_example_wise_stratified_bi_partition_sampling()SeCoClassifierConfig.use_example_wise_stratified_instance_sampling()SeCoClassifierConfig.use_f_measure_heuristic()SeCoClassifierConfig.use_f_measure_pruning_heuristic()SeCoClassifierConfig.use_feature_sampling_without_replacement()SeCoClassifierConfig.use_greedy_top_down_rule_induction()SeCoClassifierConfig.use_instance_sampling_with_replacement()SeCoClassifierConfig.use_instance_sampling_without_replacement()SeCoClassifierConfig.use_irep_rule_pruning()SeCoClassifierConfig.use_kln_lift_function()SeCoClassifierConfig.use_laplace_heuristic()SeCoClassifierConfig.use_laplace_pruning_heuristic()SeCoClassifierConfig.use_m_estimate_heuristic()SeCoClassifierConfig.use_m_estimate_pruning_heuristic()SeCoClassifierConfig.use_no_coverage_stopping_criterion()SeCoClassifierConfig.use_no_feature_binning()SeCoClassifierConfig.use_no_feature_sampling()SeCoClassifierConfig.use_no_instance_sampling()SeCoClassifierConfig.use_no_lift_function()SeCoClassifierConfig.use_no_output_sampling()SeCoClassifierConfig.use_no_parallel_prediction()SeCoClassifierConfig.use_no_parallel_rule_refinement()SeCoClassifierConfig.use_no_parallel_statistic_update()SeCoClassifierConfig.use_no_partition_sampling()SeCoClassifierConfig.use_no_rule_pruning()SeCoClassifierConfig.use_no_sequential_post_optimization()SeCoClassifierConfig.use_no_size_stopping_criterion()SeCoClassifierConfig.use_no_time_stopping_criterion()SeCoClassifierConfig.use_output_sampling_without_replacement()SeCoClassifierConfig.use_output_wise_binary_predictor()SeCoClassifierConfig.use_output_wise_stratified_bi_partition_sampling()SeCoClassifierConfig.use_output_wise_stratified_instance_sampling()SeCoClassifierConfig.use_parallel_prediction()SeCoClassifierConfig.use_parallel_rule_refinement()SeCoClassifierConfig.use_parallel_statistic_update()SeCoClassifierConfig.use_partial_heads()SeCoClassifierConfig.use_peak_lift_function()SeCoClassifierConfig.use_precision_heuristic()SeCoClassifierConfig.use_precision_pruning_heuristic()SeCoClassifierConfig.use_random_bi_partition_sampling()SeCoClassifierConfig.use_recall_heuristic()SeCoClassifierConfig.use_recall_pruning_heuristic()SeCoClassifierConfig.use_rng()SeCoClassifierConfig.use_round_robin_output_sampling()SeCoClassifierConfig.use_sequential_post_optimization()SeCoClassifierConfig.use_sequential_rule_model_assemblage()SeCoClassifierConfig.use_single_output_heads()SeCoClassifierConfig.use_size_stopping_criterion()SeCoClassifierConfig.use_time_stopping_criterion()SeCoClassifierConfig.use_wra_heuristic()SeCoClassifierConfig.use_wra_pruning_heuristic()
- mlrl.seco.cython.lift_function module
- mlrl.seco.cython.package_info module
- mlrl.seco.cython.stopping_criterion module