File list¶
- File aggregation_function.hpp
- File array.hpp
- File body.hpp
- File body_conjunctive.hpp
ConjunctiveBodynumerical_threshold_iteratornumerical_threshold_const_iteratorordinal_threshold_iteratorordinal_threshold_const_iteratornominal_threshold_iteratornominal_threshold_const_iteratorindex_iteratorindex_const_iteratorConjunctiveBody()getNumNumericalLeq()numerical_leq_thresholds_begin()numerical_leq_thresholds_end()numerical_leq_thresholds_cbegin()numerical_leq_thresholds_cend()numerical_leq_indices_begin()numerical_leq_indices_end()numerical_leq_indices_cbegin()numerical_leq_indices_cend()getNumNumericalGr()numerical_gr_thresholds_begin()numerical_gr_thresholds_end()numerical_gr_thresholds_cbegin()numerical_gr_thresholds_cend()numerical_gr_indices_begin()numerical_gr_indices_end()numerical_gr_indices_cbegin()numerical_gr_indices_cend()getNumOrdinalLeq()ordinal_leq_thresholds_begin()ordinal_leq_thresholds_end()ordinal_leq_thresholds_cbegin()ordinal_leq_thresholds_cend()ordinal_leq_indices_begin()ordinal_leq_indices_end()ordinal_leq_indices_cbegin()ordinal_leq_indices_cend()getNumOrdinalGr()ordinal_gr_thresholds_begin()ordinal_gr_thresholds_end()ordinal_gr_thresholds_cbegin()ordinal_gr_thresholds_cend()ordinal_gr_indices_begin()ordinal_gr_indices_end()ordinal_gr_indices_cbegin()ordinal_gr_indices_cend()getNumNominalEq()nominal_eq_thresholds_begin()nominal_eq_thresholds_end()nominal_eq_thresholds_cbegin()nominal_eq_thresholds_cend()nominal_eq_indices_begin()nominal_eq_indices_end()nominal_eq_indices_cbegin()nominal_eq_indices_cend()getNumNominalNeq()nominal_neq_thresholds_begin()nominal_neq_thresholds_end()nominal_neq_thresholds_cbegin()nominal_neq_thresholds_cend()nominal_neq_indices_begin()nominal_neq_indices_end()nominal_neq_indices_cbegin()nominal_neq_indices_cend()covers()covers()visit()numericalLeqVector_numericalGrVector_ordinalLeqVector_ordinalGrVector_nominalEqVector_nominalNeqVector_ConjunctiveBody::ConditionVectorConjunctiveBody::CompareNumericalLeqConjunctiveBody::CompareNumericalGrConjunctiveBody::CompareOrdinalLeqConjunctiveBody::CompareOrdinalGrConjunctiveBody::CompareNominalEqConjunctiveBody::CompareNominalNeq
- File body_empty.hpp
- File condition.hpp
- File condition_list.hpp
- File coverage_mask.hpp
- File default_rule.hpp
- File dll_exports.hpp
- File example_weights.hpp
- File example_weights_equal.hpp
- File example_weights_real_valued.hpp
- File feature_binning.hpp
- File feature_binning_equal_frequency.hpp
- File feature_binning_equal_width.hpp
- File feature_binning_no.hpp
- File feature_info.hpp
- File feature_info_equal.hpp
- File feature_info_mixed.hpp
- File feature_matrix.hpp
- File feature_matrix_c_contiguous.hpp
- File feature_matrix_column_wise.hpp
- File feature_matrix_csc.hpp
- File feature_matrix_csr.hpp
- File feature_matrix_fortran_contiguous.hpp
- File feature_matrix_row_wise.hpp
- File feature_sampling.hpp
- File feature_sampling_no.hpp
- File feature_sampling_predefined.hpp
- File feature_sampling_without_replacement.hpp
- File feature_space.hpp
- File feature_space_tabular.hpp
- File feature_subspace.hpp
- File feature_type.hpp
- File feature_type_nominal.hpp
- File feature_type_numerical.hpp
- File feature_type_ordinal.hpp
- File feature_vector.hpp
- File feature_vector_binary.hpp
- File feature_vector_binned.hpp
- File feature_vector_equal.hpp
- File feature_vector_missing.hpp
- File feature_vector_nominal.hpp
- File feature_vector_numerical.hpp
- File feature_vector_ordinal.hpp
- File global_pruning.hpp
- File global_pruning_no.hpp
- File global_pruning_post.hpp
- File global_pruning_pre.hpp
IPrePruningConfig~IPrePruningConfig()getAggregationFunction()setAggregationFunction()isHoldoutSetUsed()setUseHoldoutSet()isRemoveUnusedRules()setRemoveUnusedRules()getMinRules()setMinRules()getUpdateInterval()setUpdateInterval()getStopInterval()setStopInterval()getNumPast()setNumPast()getNumCurrent()setNumCurrent()getMinImprovement()setMinImprovement()
PrePruningConfigPrePruningConfig()getAggregationFunction()setAggregationFunction()isHoldoutSetUsed()setUseHoldoutSet()isRemoveUnusedRules()setRemoveUnusedRules()getMinRules()setMinRules()getUpdateInterval()setUpdateInterval()getStopInterval()setStopInterval()getNumPast()setNumPast()getNumCurrent()setNumCurrent()getMinImprovement()setMinImprovement()createStoppingCriterionFactory()shouldUseHoldoutSet()shouldRemoveUnusedRules()aggregationFunction_useHoldoutSet_removeUnusedRules_minRules_updateInterval_stopInterval_numPast_numCurrent_minImprovement_
- File head.hpp
- File head_complete.hpp
- File head_partial.hpp
- File index_vector.hpp
- File index_vector_complete.hpp
- File index_vector_partial.hpp
- File indexed_value.hpp
- File instance_sampling.hpp
- File instance_sampling_no.hpp
- File instance_sampling_stratified_example_wise.hpp
- File instance_sampling_stratified_output_wise.hpp
- File instance_sampling_with_replacement.hpp
- File instance_sampling_without_replacement.hpp
- File interval.hpp
- File iterator_binned.hpp
- File iterator_equal.hpp
- File iterator_forward_non_zero_index.hpp
- File iterator_forward_sparse.hpp
- File iterator_forward_sparse_binary.hpp
- File iterator_index.hpp
- File iterators.hpp
- File label_matrix_c_contiguous.hpp
- File label_matrix_csr.hpp
- File label_matrix_row_wise.hpp
IRowWiseLabelMatrix~IRowWiseLabelMatrix()calculateLabelCardinality()createLabelVector()createInstanceSampling()createInstanceSampling()createInstanceSampling()createInstanceSampling()createPartitionSampling()createStatisticsProvider()fitMarginalProbabilityCalibrationModel()fitMarginalProbabilityCalibrationModel()fitJointProbabilityCalibrationModel()fitJointProbabilityCalibrationModel()
- File label_vector.hpp
- File label_vector_set.hpp
createLabelVectorSet()ILabelVectorSetLabelVectorSetconst_iteratorfrequency_const_iteratorLabelVectorSet()LabelVectorSet()cbegin()cend()frequencies_cbegin()frequencies_cend()getNumLabelVectors()addLabelVector()visit()createJointProbabilityCalibrator()createBinaryPredictor()createBinaryPredictor()createSparseBinaryPredictor()createSparseBinaryPredictor()createScorePredictor()createScorePredictor()createProbabilityPredictor()createProbabilityPredictor()labelVectors_frequencies_
- File learner.hpp
ITrainingResultIRuleLearnerConfig~IRuleLearnerConfig()useDefaults()getRuleCompareFunction()getRNGConfig()getDefaultRuleConfig()getRuleModelAssemblageConfig()getRuleInductionConfig()getRuleRefinementConfig()getFeatureBinningConfig()getOutputSamplingConfig()getClassificationInstanceSamplingConfig()getRegressionInstanceSamplingConfig()getFeatureSamplingConfig()getClassificationPartitionSamplingConfig()getRegressionPartitionSamplingConfig()getRulePruningConfig()getPostProcessorConfig()getParallelRuleRefinementConfig()getParallelStatisticUpdateConfig()getParallelPredictionConfig()getSizeStoppingCriterionConfig()getTimeStoppingCriterionConfig()getGlobalPruningConfig()getSequentialPostOptimizationConfig()getUnusedRuleRemovalConfig()getMarginalProbabilityCalibratorConfig()getJointProbabilityCalibratorConfig()getScorePredictorConfig()getProbabilityPredictorConfig()getBinaryPredictorConfig()
IRNGMixinISequentialRuleModelAssemblageMixinIDefaultRuleMixinIGreedyTopDownRuleInductionMixinIBeamSearchTopDownRuleInductionMixinINoPostProcessorMixinINoFeatureBinningMixinIEqualWidthFeatureBinningMixinIEqualFrequencyFeatureBinningMixinINoOutputSamplingMixinIOutputSamplingWithoutReplacementMixinIRoundRobinOutputSamplingMixinINoInstanceSamplingMixinIInstanceSamplingWithReplacementMixinIInstanceSamplingWithoutReplacementMixinINoFeatureSamplingMixinIFeatureSamplingWithoutReplacementMixinINoPartitionSamplingMixinIRandomBiPartitionSamplingMixinINoRulePruningMixinIIrepRulePruningMixinINoParallelRuleRefinementMixinIParallelRuleRefinementMixinINoParallelStatisticAggregationMixinINoParallelStatisticUpdateMixinIParallelStatisticUpdateMixinINoParallelPredictionMixinIParallelPredictionMixinINoSizeStoppingCriterionMixinISizeStoppingCriterionMixinINoTimeStoppingCriterionMixinITimeStoppingCriterionMixinIPrePruningMixinINoGlobalPruningMixinIPostPruningMixinINoSequentialPostOptimizationMixinISequentialPostOptimizationMixinINoMarginalProbabilityCalibrationMixinINoJointProbabilityCalibrationMixinINoScorePredictorMixinINoProbabilityPredictorMixinINoBinaryPredictorMixinIRuleLearnerMixin
- File learner_classification.hpp
IClassificationRuleLearner~IClassificationRuleLearner()fit()canPredictScores()canPredictScores()createScorePredictor()createScorePredictor()canPredictProbabilities()canPredictProbabilities()createProbabilityPredictor()createProbabilityPredictor()canPredictBinary()canPredictBinary()createBinaryPredictor()createBinaryPredictor()createSparseBinaryPredictor()createSparseBinaryPredictor()
IOutputWiseStratifiedInstanceSamplingMixinIExampleWiseStratifiedInstanceSamplingMixinIOutputWiseStratifiedBiPartitionSamplingMixinIExampleWiseStratifiedBiPartitionSamplingMixin
- File learner_classification_common.hpp
- File learner_common.hpp
TrainingResultTrainingResult()getNumOutputs()getRuleModel()getRuleModel()getOutputSpaceInfo()getOutputSpaceInfo()getMarginalProbabilityCalibrationModel()getMarginalProbabilityCalibrationModel()getJointProbabilityCalibrationModel()getJointProbabilityCalibrationModel()numOutputs_ruleModelPtr_outputSpaceInfoPtr_marginalProbabilityCalibrationModelPtr_jointProbabilityCalibrationModelPtr_
RuleLearnerConfiguratorRuleLearnerConfigurator()~RuleLearnerConfigurator()createRuleModelAssemblageFactory()createFeatureSpaceFactory()createOutputSamplingFactory()createClassificationInstanceSamplingFactory()createRegressionInstanceSamplingFactory()createFeatureSamplingFactory()createClassificationPartitionSamplingFactory()createRegressionPartitionSamplingFactory()createSizeStoppingCriterionFactory()createTimeStoppingCriterionFactory()createGlobalPruningFactory()createSequentialPostOptimizationFactory()createUnusedRuleRemovalFactory()createMarginalProbabilityCalibratorFactory()createJointProbabilityCalibratorFactory()createStoppingCriterionFactories()createPostOptimizationPhaseFactories()createOutputSpaceInfo()createScorePredictorFactory()createProbabilityPredictorFactory()createBinaryPredictorFactory()createSparseBinaryPredictorFactory()createClassificationStatisticsProviderFactory()createRegressionStatisticsProviderFactory()createModelBuilderFactory()config_
RuleLearnerConfigRuleLearnerConfig()~RuleLearnerConfig()getRuleCompareFunction()getRNGConfig()getDefaultRuleConfig()getRuleModelAssemblageConfig()getRuleInductionConfig()getRuleRefinementConfig()getFeatureBinningConfig()getOutputSamplingConfig()getClassificationInstanceSamplingConfig()getRegressionInstanceSamplingConfig()getFeatureSamplingConfig()getClassificationPartitionSamplingConfig()getRegressionPartitionSamplingConfig()getRulePruningConfig()getPostProcessorConfig()getParallelRuleRefinementConfig()getParallelStatisticUpdateConfig()getParallelPredictionConfig()getSizeStoppingCriterionConfig()getTimeStoppingCriterionConfig()getGlobalPruningConfig()getSequentialPostOptimizationConfig()getUnusedRuleRemovalConfig()getMarginalProbabilityCalibratorConfig()getJointProbabilityCalibratorConfig()getScorePredictorConfig()getProbabilityPredictorConfig()getBinaryPredictorConfig()rngConfigPtr_defaultRuleConfigPtr_ruleModelAssemblageConfigPtr_ruleInductionConfigPtr_ruleRefinementConfigPtr_featureBinningConfigPtr_outputSamplingConfigPtr_classificationInstanceSamplingConfigPtr_regressionInstanceSamplingConfigPtr_featureSamplingConfigPtr_classificationPartitionSamplingConfigPtr_regressionPartitionSamplingConfigPtr_rulePruningConfigPtr_postProcessorConfigPtr_parallelRuleRefinementConfigPtr_parallelStatisticUpdateConfigPtr_parallelPredictionConfigPtr_sizeStoppingCriterionConfigPtr_timeStoppingCriterionConfigPtr_globalPruningConfigPtr_sequentialPostOptimizationConfigPtr_unusedRuleRemovalConfigPtr_marginalProbabilityCalibratorConfigPtr_jointProbabilityCalibratorConfigPtr_scorePredictorConfigPtr_probabilityPredictorConfigPtr_binaryPredictorConfigPtr_ruleCompareFunction_
- File learner_regression.hpp
- File learner_regression_common.hpp
- File library_info.hpp
- File math.hpp
- File matrix_c_contiguous.hpp
- File matrix_dense.hpp
- File matrix_lil.hpp
- File matrix_lil_binary.hpp
- File matrix_sparse_binary.hpp
- File matrix_sparse_set.hpp
- File measure_distance.hpp
- File measure_evaluation.hpp
- File measure_evaluation_sparse.hpp
- File memory.hpp
- File model_builder.hpp
- File model_builder_intermediate.hpp
- File multi_threading.hpp
- File multi_threading_manual.hpp
- File multi_threading_no.hpp
- File opencl.hpp
- File openmp.hpp
- File output_matrix.hpp
- File output_sampling.hpp
- File output_sampling_no.hpp
- File output_sampling_round_robin.hpp
- File output_sampling_without_replacement.hpp
- File output_space_info.hpp
- File output_space_info_no.hpp
- File partition.hpp
- File partition_bi.hpp
BiPartitioniteratorconst_iteratorBiPartition()first_begin()first_end()first_cbegin()first_cend()second_begin()second_end()second_cbegin()second_cend()getNumFirst()getNumSecond()sortFirst()sortSecond()createStoppingCriterion()createInstanceSampling()createInstanceSampling()createInstanceSampling()createInstanceSampling()evaluateOutOfSample()recalculatePrediction()fitMarginalProbabilityCalibrationModel()fitJointProbabilityCalibrationModel()numFirst_firstSorted_secondSorted_
- File partition_sampling.hpp
- File partition_sampling_bi_random.hpp
- File partition_sampling_bi_stratified_example_wise.hpp
- File partition_sampling_bi_stratified_output_wise.hpp
- File partition_sampling_no.hpp
- File partition_single.hpp
SinglePartitionconst_iteratorSinglePartition()cbegin()cend()getNumElements()createStoppingCriterion()createInstanceSampling()createInstanceSampling()createInstanceSampling()createInstanceSampling()evaluateOutOfSample()recalculatePrediction()fitMarginalProbabilityCalibrationModel()fitJointProbabilityCalibrationModel()numElements_
- File post_optimization.hpp
- File post_optimization_no.hpp
- File post_optimization_phase_list.hpp
- File post_optimization_sequential.hpp
- File post_optimization_unused_rule_removal.hpp
- File post_processor.hpp
- File post_processor_no.hpp
- File prediction.hpp
- File prediction_complete.hpp
CompletePredictionvalue_iteratorvalue_const_iteratorindex_const_iteratorCompletePrediction()values_begin()values_end()values_cbegin()values_cend()indices_cbegin()indices_cend()getNumElements()sort()postProcess()isPartial()getIndex()visit()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()applyPrediction()revertPrediction()createHead()indexVector_statisticsUpdatePtr_
- File prediction_evaluated.hpp
- File prediction_matrix_dense.hpp
- File prediction_matrix_sparse_binary.hpp
- File prediction_partial.hpp
PartialPredictionvalue_iteratorvalue_const_iteratorindex_iteratorindex_const_iteratorPartialPrediction()values_begin()values_end()values_cbegin()values_cend()indices_begin()indices_end()indices_cbegin()indices_cend()setSorted()setNumElements()getNumElements()sort()postProcess()isPartial()getIndex()visit()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()createStatisticsSubset()applyPrediction()revertPrediction()createHead()indexVector_sorted_statisticsUpdatePtr_
- File predictor.hpp
- File predictor_binary.hpp
- File predictor_binary_no.hpp
- File predictor_common.hpp
- File predictor_probability.hpp
- File predictor_probability_no.hpp
- File predictor_score.hpp
- File predictor_score_no.hpp
- File probability_calibration.hpp
- File probability_calibration_isotonic.hpp
- File probability_calibration_joint.hpp
- File probability_calibration_marginal.hpp
- File probability_calibration_no.hpp
- File properties.hpp
- File quality.hpp
- File refinement.hpp
- File refinement_comparator_fixed.hpp
- File refinement_comparator_single.hpp
- File regression_matrix_c_contiguous.hpp
- File regression_matrix_csr.hpp
- File regression_matrix_row_wise.hpp
- File ring_buffer.hpp
- File rng.hpp
- File rule_compare_function.hpp
- File rule_induction.hpp
- File rule_induction_top_down_beam_search.hpp
IBeamSearchTopDownRuleInductionConfig~IBeamSearchTopDownRuleInductionConfig()getBeamWidth()setBeamWidth()areFeaturesResampled()setResampleFeatures()getMinCoverage()setMinCoverage()getMinSupport()setMinSupport()getMaxConditions()setMaxConditions()getMaxHeadRefinements()setMaxHeadRefinements()arePredictionsRecalculated()setRecalculatePredictions()
BeamSearchTopDownRuleInductionConfigBeamSearchTopDownRuleInductionConfig()getBeamWidth()setBeamWidth()areFeaturesResampled()setResampleFeatures()getMinCoverage()setMinCoverage()getMinSupport()setMinSupport()getMaxConditions()setMaxConditions()getMaxHeadRefinements()setMaxHeadRefinements()arePredictionsRecalculated()setRecalculatePredictions()createRuleInductionFactory()ruleCompareFunction_beamWidth_resampleFeatures_minCoverage_minSupport_maxConditions_maxHeadRefinements_recalculatePredictions_ruleRefinementConfig_rulePruningConfig_postProcessorConfig_
- File rule_induction_top_down_greedy.hpp
IGreedyTopDownRuleInductionConfigGreedyTopDownRuleInductionConfigGreedyTopDownRuleInductionConfig()getMinCoverage()setMinCoverage()getMinSupport()setMinSupport()getMaxConditions()setMaxConditions()getMaxHeadRefinements()setMaxHeadRefinements()arePredictionsRecalculated()setRecalculatePredictions()createRuleInductionFactory()ruleCompareFunction_minCoverage_minSupport_maxConditions_maxHeadRefinements_recalculatePredictions_ruleRefinementConfig_rulePruningConfig_postProcessorConfig_
- File rule_list.hpp
createRuleList()IRuleListRuleListconst_iteratorRuleList()cbegin()cend()used_cbegin()used_cend()getNumRules()getNumUsedRules()setNumUsedRules()addDefaultRule()addRule()containsDefaultRule()isDefaultRuleTakingPrecedence()visit()visitUsed()createBinaryPredictor()createBinaryPredictor()createSparseBinaryPredictor()createSparseBinaryPredictor()createScorePredictor()createScorePredictor()createProbabilityPredictor()createProbabilityPredictor()defaultRulePtr_ruleList_numUsedRules_defaultRuleTakesPrecedence_RuleList::RuleRuleList::ConstIterator
- File rule_model.hpp
- File rule_model_assemblage.hpp
- File rule_model_assemblage_sequential.hpp
- File rule_pruning.hpp
- File rule_pruning_irep.hpp
- File rule_pruning_no.hpp
- File rule_refinement.hpp
- File rule_refinement_statistics_based.hpp
- File score_processor.hpp
- File score_vector.hpp
- File score_vector_binned_dense.hpp
DenseBinnedScoreVectorvalue_typeindex_const_iteratorvalue_const_iteratorbin_index_iteratorbin_index_const_iteratorbin_value_iteratorbin_value_const_iteratorDenseBinnedScoreVector()indices_cbegin()indices_cend()values_cbegin()values_cend()bin_indices_begin()bin_indices_end()bin_indices_cbegin()bin_indices_cend()bin_values_begin()bin_values_end()bin_values_cbegin()bin_values_cend()getNumElements()setNumBins()isPartial()isSorted()visit()outputIndices_sorted_maxCapacity_
- File score_vector_bit.hpp
- File score_vector_dense.hpp
- File statistics.hpp
IStatistics~IStatistics()evaluatePrediction()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createSubset()createWeightedStatistics()createWeightedStatistics()createWeightedStatistics()createWeightedStatistics()
AbstractStatistics
- File statistics_provider.hpp
- File statistics_space.hpp
- File statistics_state.hpp
- File statistics_subset.hpp
- File statistics_subset_resettable.hpp
- File statistics_update.hpp
- File statistics_update_candidate.hpp
- File statistics_update_candidate_common.hpp
AbstractStatisticsUpdateCandidateAbstractStatisticsUpdateCandidate()~AbstractStatisticsUpdateCandidate()visit()invokeVisitor()invokeVisitor()invokeVisitor()invokeVisitor()invokeVisitor()invokeVisitor()invokeVisitor()invokeVisitor()invokeVisitor()invokeVisitor()scoreVector_AbstractStatisticsUpdateCandidate::StatisticsUpdateAbstractStatisticsUpdateCandidate::StatisticsUpdateFactory
- File statistics_weighted.hpp
- File stopping_criterion.hpp
- File stopping_criterion_list.hpp
- File stopping_criterion_no.hpp
- File stopping_criterion_size.hpp
- File stopping_criterion_time.hpp
- File stratified_sampling_example_wise.hpp
- File stratified_sampling_output_wise.hpp
- File strings.hpp
- File threads.hpp
- File types.hpp
- File validation.hpp
- File vector_bit.hpp
- File vector_dense.hpp
- File vector_dok_binary.hpp
- File vector_sparse_array.hpp
- File vector_sparse_array_binary.hpp
- File view.hpp
- File view_composite.hpp
- File view_compressed.hpp
- File view_functions.hpp
- File view_matrix.hpp
- File view_matrix_c_contiguous.hpp
- File view_matrix_composite.hpp
- File view_matrix_csc.hpp
- File view_matrix_csc_binary.hpp
- File view_matrix_csr.hpp
- File view_matrix_csr_binary.hpp
- File view_matrix_dense.hpp
- File view_matrix_fortran_contiguous.hpp
- File view_matrix_lil.hpp
- File view_matrix_sparse.hpp
- File view_matrix_sparse_binary.hpp
- File view_matrix_sparse_set.hpp
- File view_vector.hpp
- File view_vector_binned.hpp
- File view_vector_bit.hpp
- File view_vector_composite.hpp
- File view_vector_compressed.hpp
- File view_vector_indexed.hpp
- File view_vector_sparse_set.hpp
- File weight_sampling.hpp
- File weight_vector.hpp
- File weight_vector_bit.hpp
- File weight_vector_dense.hpp
- File weight_vector_equal.hpp
- File weight_vector_out_of_sample.hpp