Index

A

AbsoluteWRAcc (class in subgroups.quality_measures.absolute_wracc) add_child() (subgroups.data_structures.fp_tree_node.FPTreeNode method) add_selector() (subgroups.core.pattern.Pattern method) add_subgroup() (subgroups.data_structures.subgroup_list.SubgroupList method) additional_parameters_for_the_optimistic_estimate (subgroups.algorithms.subgroup_sets.vlsd.VLSD property)

additional_parameters_for_the_quality_measure (subgroups.algorithms.subgroup_sets.sdmap.SDMap property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) (subgroups.algorithms.subgroup_sets.vlsd.VLSD property) Algorithm (class in subgroups.algorithms.algorithm) attribute_name (subgroups.core.selector.Selector property)

B

beta (subgroups.algorithms.subgroup_lists.gmsl.GMSL property) BinomialTest (class in subgroups.quality_measures.binomial_test) BinomialTestOptimisticEstimate1 (class in subgroups.quality_measures.binomial_test_optimistic_estimate_1) bitset_neg (subgroups.data_structures.bitset_bsd.BitsetBSD property) bitset_pos (subgroups.data_structures.bitset_bsd.BitsetBSD property)

Bitset_QFinder (class in subgroups.data_structures.bitset_qfinder) BitsetBSD (class in subgroups.data_structures.bitset_bsd) BitsetDictionary (class in subgroups.data_structures.bitset_bsd) BSD (class in subgroups.algorithms.subgroup_sets.bsd) build_bitset() (subgroups.data_structures.bitset_bsd.BitsetBSD method) build_tree() (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap method)

C

CBSD (class in subgroups.algorithms.subgroup_sets.cbsd) compute() (subgroups.quality_measures.absolute_wracc.AbsoluteWRAcc method) (subgroups.quality_measures.binomial_test.BinomialTest method) (subgroups.quality_measures.binomial_test_optimistic_estimate_1.BinomialTestOptimisticEstimate1 method) (subgroups.quality_measures.coverage.Coverage method) (subgroups.quality_measures.f1_score.F1Score method) (subgroups.quality_measures.irr.IRR method) (subgroups.quality_measures.npv.NPV method) (subgroups.quality_measures.piatetsky_shapiro.PiatetskyShapiro method) (subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_1.PiatetskyShapiroOptimisticEstimate1 method) (subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_2.PiatetskyShapiroOptimisticEstimate2 method) (subgroups.quality_measures.ppv.PPV method) (subgroups.quality_measures.qg.Qg method) (subgroups.quality_measures.quality_measure.QualityMeasure method) (subgroups.quality_measures.sensitivity.Sensitivity method) (subgroups.quality_measures.specificity.Specificity method) (subgroups.quality_measures.support.Support method) (subgroups.quality_measures.wracc.WRAcc method) (subgroups.quality_measures.wracc_optimistic_estimate_1.WRAccOptimisticEstimate1 method) (subgroups.quality_measures.youden.Youden method)

compute_credibility_measures() (subgroups.data_structures.bitset_qfinder.Bitset_QFinder method) compute_quality_value() (subgroups.data_structures.vertical_list.VerticalList method) (subgroups.data_structures.vertical_list_with_bitsets.VerticalListWithBitsets method) (subgroups.data_structures.vertical_list_with_sets.VerticalListWithSets method) conditional_pruned_branches (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) copy() (subgroups.core.pattern.Pattern method) (subgroups.core.subgroup.Subgroup method) counters (subgroups.data_structures.fp_tree_node.FPTreeNode property) Coverage (class in subgroups.quality_measures.coverage) CPBSD (class in subgroups.algorithms.subgroup_sets.cpbsd)

D

dataset_number_of_negatives (subgroups.data_structures.subgroup_list.SubgroupList property) dataset_number_of_positives (subgroups.data_structures.subgroup_list.SubgroupList property) dataset_target_distribution (subgroups.data_structures.subgroup_list.SubgroupList property) DatasetAttributeTypeError default_rule_bitarray_of_negatives (subgroups.data_structures.subgroup_list.SubgroupList property)

default_rule_bitarray_of_positives (subgroups.data_structures.subgroup_list.SubgroupList property) delete_child_by_selector() (subgroups.data_structures.fp_tree_node.FPTreeNode method) delete_last_subgroup() (subgroups.data_structures.subgroup_list.SubgroupList method) description (subgroups.core.subgroup.Subgroup property) DSLM (class in subgroups.algorithms.subgroup_lists.dslm) DuplicateFpTreeNodeError

E

EQUAL (subgroups.core.operator.Operator attribute)

evaluate() (subgroups.core.operator.Operator method)

F

F1Score (class in subgroups.quality_measures.f1_score) FALSE_POPULATION (subgroups.quality_measures.quality_measure.QualityMeasure attribute) FALSE_POSITIVES (subgroups.quality_measures.quality_measure.QualityMeasure attribute) filter() (subgroups.core.subgroup.Subgroup method) filter_by_list_of_selectors() (in module subgroups.utils.dataframe_filters) fit() (subgroups.algorithms.algorithm.Algorithm method) (subgroups.algorithms.subgroup_lists.dslm.DSLM method) (subgroups.algorithms.subgroup_lists.gmsl.GMSL method) (subgroups.algorithms.subgroup_lists.psld.PSLD method) (subgroups.algorithms.subgroup_sets.bsd.BSD method) (subgroups.algorithms.subgroup_sets.qfinder.QFinder method) (subgroups.algorithms.subgroup_sets.sdmap.SDMap method) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar method) (subgroups.algorithms.subgroup_sets.vlsd.VLSD method)

fp (subgroups.data_structures.vertical_list.VerticalList property) (subgroups.data_structures.vertical_list_with_bitsets.VerticalListWithBitsets property) (subgroups.data_structures.vertical_list_with_sets.VerticalListWithSets property) FPTreeForSDMap (class in subgroups.data_structures.fp_tree_for_sdmap) FPTreeForSDMapStar (class in subgroups.data_structures.fp_tree_for_sdmapstar) FPTreeNode (class in subgroups.data_structures.fp_tree_node)

G

generate_bitset() (subgroups.data_structures.bitset_qfinder.Bitset_QFinder method) generate_conditional_fp_tree() (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap method) generate_conditional_fp_tree_star() (subgroups.data_structures.fp_tree_for_sdmapstar.FPTreeForSDMapStar method) generate_from_str() (subgroups.core.operator.Operator static method) (subgroups.core.pattern.Pattern static method) (subgroups.core.selector.Selector static method) (subgroups.core.subgroup.Subgroup static method) generate_set_of_frequent_selectors() (subgroups.data_structures.bitset_bsd.BitsetBSD method) (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap method) get_child_by_selector() (subgroups.data_structures.fp_tree_node.FPTreeNode method) get_name() (subgroups.quality_measures.absolute_wracc.AbsoluteWRAcc method) (subgroups.quality_measures.binomial_test.BinomialTest method) (subgroups.quality_measures.binomial_test_optimistic_estimate_1.BinomialTestOptimisticEstimate1 method) (subgroups.quality_measures.coverage.Coverage method) (subgroups.quality_measures.f1_score.F1Score method) (subgroups.quality_measures.irr.IRR method) (subgroups.quality_measures.npv.NPV method) (subgroups.quality_measures.piatetsky_shapiro.PiatetskyShapiro method) (subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_1.PiatetskyShapiroOptimisticEstimate1 method) (subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_2.PiatetskyShapiroOptimisticEstimate2 method) (subgroups.quality_measures.ppv.PPV method) (subgroups.quality_measures.qg.Qg method) (subgroups.quality_measures.quality_measure.QualityMeasure method) (subgroups.quality_measures.sensitivity.Sensitivity method) (subgroups.quality_measures.specificity.Specificity method) (subgroups.quality_measures.support.Support method) (subgroups.quality_measures.wracc.WRAcc method) (subgroups.quality_measures.wracc_optimistic_estimate_1.WRAccOptimisticEstimate1 method) (subgroups.quality_measures.youden.Youden method)

get_non_empty_patterns() (subgroups.data_structures.bitset_qfinder.Bitset_QFinder method) get_selector() (subgroups.core.pattern.Pattern method) get_subgroup() (subgroups.data_structures.subgroup_list.SubgroupList method) get_subgroup_bitarray_of_negatives() (subgroups.data_structures.subgroup_list.SubgroupList method) get_subgroup_bitarray_of_positives() (subgroups.data_structures.subgroup_list.SubgroupList method) get_subgroup_original_bitarray_of_negatives() (subgroups.data_structures.subgroup_list.SubgroupList method) get_subgroup_original_bitarray_of_positives() (subgroups.data_structures.subgroup_list.SubgroupList method) GMSL (class in subgroups.algorithms.subgroup_lists.gmsl) GREATER (subgroups.core.operator.Operator attribute) GREATER_OR_EQUAL (subgroups.core.operator.Operator attribute)

H

has_this_child() (subgroups.data_structures.fp_tree_node.FPTreeNode method)

header_table (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap property) header_table_as_str() (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap method)

I

InconsistentMethodParametersError input_file_path (subgroups.algorithms.subgroup_lists.gmsl.GMSL property) INPUT_LINE_REGEX_PATTERN (subgroups.algorithms.subgroup_lists.gmsl.GMSL attribute) IRR (class in subgroups.quality_measures.irr) is_child_of() (subgroups.data_structures.fp_tree_node.FPTreeNode method)

is_contained() (subgroups.core.pattern.Pattern method) is_empty() (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap method) (subgroups.data_structures.subgroup_list.SubgroupList method) is_refinement() (subgroups.core.pattern.Pattern method) (subgroups.core.subgroup.Subgroup method)

J

join() (subgroups.data_structures.vertical_list.VerticalList method) (subgroups.data_structures.vertical_list_with_bitsets.VerticalListWithBitsets method) (subgroups.data_structures.vertical_list_with_sets.VerticalListWithSets method)

K

k_subgroups (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property)

L

LESS (subgroups.core.operator.Operator attribute) LESS_OR_EQUAL (subgroups.core.operator.Operator attribute) list_of_selectors (subgroups.data_structures.vertical_list.VerticalList property) load_ballons_csv() (in module subgroups.datasets) load_car_evaluation_csv() (in module subgroups.datasets) load_covid_sp_csv() (in module subgroups.datasets) load_credit_g_csv() (in module subgroups.datasets) load_heart_disease_csv() (in module subgroups.datasets)

load_income_csv() (in module subgroups.datasets) load_lenses_csv() (in module subgroups.datasets) load_lymph_csv() (in module subgroups.datasets) load_mushroom_csv() (in module subgroups.datasets) load_shop_csv() (in module subgroups.datasets) load_sick_csv() (in module subgroups.datasets) load_tic_tac_toe_csv() (in module subgroups.datasets) load_vote_csv() (in module subgroups.datasets) log2_multinomial_with_recurrence() (in module subgroups.utils.mdl)

M

match() (subgroups.core.selector.Selector method) max_depth (subgroups.algorithms.subgroup_sets.bsd.BSD property) max_sl (subgroups.algorithms.subgroup_lists.gmsl.GMSL property) maximum_negative_overlap (subgroups.algorithms.subgroup_lists.dslm.DSLM property) maximum_positive_overlap (subgroups.algorithms.subgroup_lists.dslm.DSLM property) minimum_fp (subgroups.algorithms.subgroup_sets.sdmap.SDMap property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) minimum_n (subgroups.algorithms.subgroup_sets.sdmap.SDMap property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) minimum_quality_measure_value (subgroups.algorithms.subgroup_sets.sdmap.SDMap property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) minimum_support (subgroups.algorithms.subgroup_sets.bsd.BSD property) minimum_tp (subgroups.algorithms.subgroup_sets.sdmap.SDMap property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) module subgroups subgroups.algorithms subgroups.algorithms.algorithm subgroups.algorithms.subgroup_lists subgroups.algorithms.subgroup_lists.dslm subgroups.algorithms.subgroup_lists.gmsl subgroups.algorithms.subgroup_lists.psld subgroups.algorithms.subgroup_sets subgroups.algorithms.subgroup_sets.bsd subgroups.algorithms.subgroup_sets.cbsd subgroups.algorithms.subgroup_sets.cpbsd subgroups.algorithms.subgroup_sets.qfinder subgroups.algorithms.subgroup_sets.sdmap subgroups.algorithms.subgroup_sets.sdmapstar subgroups.algorithms.subgroup_sets.vlsd subgroups.core subgroups.core.operator subgroups.core.pattern subgroups.core.selector subgroups.core.subgroup subgroups.data_structures subgroups.data_structures.bitset_bsd subgroups.data_structures.bitset_qfinder subgroups.data_structures.fp_tree_for_sdmap subgroups.data_structures.fp_tree_for_sdmapstar subgroups.data_structures.fp_tree_node subgroups.data_structures.subgroup_list subgroups.data_structures.vertical_list subgroups.data_structures.vertical_list_with_bitsets subgroups.data_structures.vertical_list_with_sets subgroups.datasets subgroups.exceptions subgroups.quality_measures subgroups.quality_measures.absolute_wracc subgroups.quality_measures.binomial_test subgroups.quality_measures.binomial_test_optimistic_estimate_1 subgroups.quality_measures.coverage subgroups.quality_measures.f1_score subgroups.quality_measures.irr subgroups.quality_measures.npv subgroups.quality_measures.piatetsky_shapiro subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_1 subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_2 subgroups.quality_measures.ppv subgroups.quality_measures.qg subgroups.quality_measures.quality_measure subgroups.quality_measures.sensitivity subgroups.quality_measures.specificity subgroups.quality_measures.support subgroups.quality_measures.wracc subgroups.quality_measures.wracc_optimistic_estimate_1 subgroups.quality_measures.youden subgroups.tests subgroups.tests.algorithms subgroups.tests.algorithms.subgroup_lists subgroups.tests.algorithms.subgroup_lists.test_dslm subgroups.tests.algorithms.subgroup_lists.test_gmsl subgroups.tests.algorithms.subgroup_sets subgroups.tests.algorithms.subgroup_sets.test_bsd subgroups.tests.algorithms.subgroup_sets.test_cbsd subgroups.tests.algorithms.subgroup_sets.test_cpbsd subgroups.tests.algorithms.subgroup_sets.test_qfinder subgroups.tests.algorithms.subgroup_sets.test_sdmap subgroups.tests.algorithms.subgroup_sets.test_sdmapstar subgroups.tests.algorithms.subgroup_sets.test_vlsd subgroups.tests.core subgroups.tests.core.test_operator subgroups.tests.core.test_pattern subgroups.tests.core.test_selector subgroups.tests.core.test_subgroup subgroups.tests.data_structures subgroups.tests.data_structures.test_fp_tree_for_sdmap subgroups.tests.data_structures.test_fp_tree_node subgroups.tests.data_structures.test_subgroup_list subgroups.tests.data_structures.test_vertical_list_with_bitsets subgroups.tests.data_structures.test_vertical_list_with_sets subgroups.tests.quality_measures subgroups.tests.quality_measures.test_quality_measures subgroups.tests.utils subgroups.tests.utils.test_dataframe_filters subgroups.tests.utils.test_file_format_transformations subgroups.utils subgroups.utils.dataframe_filters subgroups.utils.file_format_transformations subgroups.utils.mdl

multinomial_with_recurrence() (in module subgroups.utils.mdl)

N

n (subgroups.data_structures.vertical_list.VerticalList property) (subgroups.data_structures.vertical_list_with_bitsets.VerticalListWithBitsets property) (subgroups.data_structures.vertical_list_with_sets.VerticalListWithSets property) node_link (subgroups.data_structures.fp_tree_node.FPTreeNode property) NOT_EQUAL (subgroups.core.operator.Operator attribute)

NPV (class in subgroups.quality_measures.npv) num_subgroups (subgroups.algorithms.subgroup_sets.bsd.BSD property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) number_of_children (subgroups.data_structures.fp_tree_node.FPTreeNode property) number_of_dataset_instances (subgroups.data_structures.subgroup_list.SubgroupList property) (subgroups.data_structures.vertical_list.VerticalList property)

O

oe_minimum_threshold (subgroups.algorithms.subgroup_sets.vlsd.VLSD property) Operator (class in subgroups.core.operator) operator (subgroups.core.selector.Selector property) OperatorNotSupportedError optimistic_estimate (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) (subgroups.algorithms.subgroup_sets.vlsd.VLSD property) optimistic_estimate_of() (subgroups.quality_measures.absolute_wracc.AbsoluteWRAcc method) (subgroups.quality_measures.binomial_test.BinomialTest method) (subgroups.quality_measures.binomial_test_optimistic_estimate_1.BinomialTestOptimisticEstimate1 method) (subgroups.quality_measures.coverage.Coverage method) (subgroups.quality_measures.f1_score.F1Score method) (subgroups.quality_measures.irr.IRR method) (subgroups.quality_measures.npv.NPV method) (subgroups.quality_measures.piatetsky_shapiro.PiatetskyShapiro method) (subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_1.PiatetskyShapiroOptimisticEstimate1 method) (subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_2.PiatetskyShapiroOptimisticEstimate2 method) (subgroups.quality_measures.ppv.PPV method) (subgroups.quality_measures.qg.Qg method) (subgroups.quality_measures.quality_measure.QualityMeasure method) (subgroups.quality_measures.sensitivity.Sensitivity method) (subgroups.quality_measures.specificity.Specificity method) (subgroups.quality_measures.support.Support method) (subgroups.quality_measures.wracc.WRAcc method) (subgroups.quality_measures.wracc_optimistic_estimate_1.WRAccOptimisticEstimate1 method) (subgroups.quality_measures.youden.Youden method)

output_file_path (subgroups.algorithms.subgroup_lists.gmsl.GMSL property)

P

ParameterNotFoundError parent (subgroups.data_structures.fp_tree_node.FPTreeNode property) Pattern (class in subgroups.core.pattern) PiatetskyShapiro (class in subgroups.quality_measures.piatetsky_shapiro)

PiatetskyShapiroOptimisticEstimate1 (class in subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_1) PiatetskyShapiroOptimisticEstimate2 (class in subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_2) PPV (class in subgroups.quality_measures.ppv) pruned_subgroups (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) PSLD (class in subgroups.algorithms.subgroup_lists.psld)

Q

q_minimum_threshold (subgroups.algorithms.subgroup_sets.vlsd.VLSD property) QFinder (class in subgroups.algorithms.subgroup_sets.qfinder) Qg (class in subgroups.quality_measures.qg) quality_measure (subgroups.algorithms.subgroup_sets.bsd.BSD property) (subgroups.algorithms.subgroup_sets.sdmap.SDMap property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) (subgroups.algorithms.subgroup_sets.vlsd.VLSD property)

quality_value (subgroups.data_structures.vertical_list.VerticalList property) QualityMeasure (class in subgroups.quality_measures.quality_measure)

R

remove_selector() (subgroups.core.pattern.Pattern method) remove_selector_by_index() (subgroups.core.pattern.Pattern method)

root_node (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap property) run_all_tests() (in module subgroups.tests)

S

SDMap (class in subgroups.algorithms.subgroup_sets.sdmap) SDMapStar (class in subgroups.algorithms.subgroup_sets.sdmapstar) selected_subgroups (subgroups.algorithms.subgroup_sets.bsd.BSD property) (subgroups.algorithms.subgroup_sets.qfinder.QFinder property) (subgroups.algorithms.subgroup_sets.sdmap.SDMap property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) (subgroups.algorithms.subgroup_sets.vlsd.VLSD property) Selector (class in subgroups.core.selector) selector (subgroups.data_structures.fp_tree_node.FPTreeNode property) Sensitivity (class in subgroups.quality_measures.sensitivity) sequence_of_instances_fp (subgroups.data_structures.vertical_list.VerticalList property) (subgroups.data_structures.vertical_list_with_bitsets.VerticalListWithBitsets property) (subgroups.data_structures.vertical_list_with_sets.VerticalListWithSets property) sequence_of_instances_tp (subgroups.data_structures.vertical_list.VerticalList property) (subgroups.data_structures.vertical_list_with_bitsets.VerticalListWithBitsets property) (subgroups.data_structures.vertical_list_with_sets.VerticalListWithSets property) setUp() (subgroups.tests.core.test_selector.TestSelector method) sl_max_size (subgroups.algorithms.subgroup_lists.psld.PSLD property) SORT_CRITERION (subgroups.algorithms.subgroup_sets.vlsd.VLSD attribute) sort_criterion_in_other_sizes (subgroups.algorithms.subgroup_sets.vlsd.VLSD property) sort_criterion_in_s1 (subgroups.algorithms.subgroup_sets.vlsd.VLSD property) SORT_CRITERION_NO_ORDER (subgroups.algorithms.subgroup_sets.vlsd.VLSD attribute) SORT_CRITERION_QUALITY_ASCENDING (subgroups.algorithms.subgroup_sets.vlsd.VLSD attribute) SORT_CRITERION_QUALITY_DESCENDING (subgroups.algorithms.subgroup_sets.vlsd.VLSD attribute) sorted_header_table (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap property) Specificity (class in subgroups.quality_measures.specificity) Subgroup (class in subgroups.core.subgroup) SubgroupList (class in subgroups.data_structures.subgroup_list) SubgroupParameterNotFoundError subgroups module subgroups.algorithms module subgroups.algorithms.algorithm module subgroups.algorithms.subgroup_lists module subgroups.algorithms.subgroup_lists.dslm module subgroups.algorithms.subgroup_lists.gmsl module subgroups.algorithms.subgroup_lists.psld module subgroups.algorithms.subgroup_sets module subgroups.algorithms.subgroup_sets.bsd module subgroups.algorithms.subgroup_sets.cbsd module subgroups.algorithms.subgroup_sets.cpbsd module subgroups.algorithms.subgroup_sets.qfinder module subgroups.algorithms.subgroup_sets.sdmap module subgroups.algorithms.subgroup_sets.sdmapstar module subgroups.algorithms.subgroup_sets.vlsd module subgroups.core module subgroups.core.operator module subgroups.core.pattern module subgroups.core.selector module subgroups.core.subgroup module subgroups.data_structures module subgroups.data_structures.bitset_bsd module subgroups.data_structures.bitset_qfinder module subgroups.data_structures.fp_tree_for_sdmap module subgroups.data_structures.fp_tree_for_sdmapstar module subgroups.data_structures.fp_tree_node module subgroups.data_structures.subgroup_list module subgroups.data_structures.vertical_list module subgroups.data_structures.vertical_list_with_bitsets module subgroups.data_structures.vertical_list_with_sets module subgroups.datasets module subgroups.exceptions module subgroups.quality_measures module subgroups.quality_measures.absolute_wracc module subgroups.quality_measures.binomial_test module subgroups.quality_measures.binomial_test_optimistic_estimate_1 module

subgroups.quality_measures.coverage module subgroups.quality_measures.f1_score module subgroups.quality_measures.irr module subgroups.quality_measures.npv module subgroups.quality_measures.piatetsky_shapiro module subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_1 module subgroups.quality_measures.piatetsky_shapiro_optimistic_estimate_2 module subgroups.quality_measures.ppv module subgroups.quality_measures.qg module subgroups.quality_measures.quality_measure module subgroups.quality_measures.sensitivity module subgroups.quality_measures.specificity module subgroups.quality_measures.support module subgroups.quality_measures.wracc module subgroups.quality_measures.wracc_optimistic_estimate_1 module subgroups.quality_measures.youden module subgroups.tests module subgroups.tests.algorithms module subgroups.tests.algorithms.subgroup_lists module subgroups.tests.algorithms.subgroup_lists.test_dslm module subgroups.tests.algorithms.subgroup_lists.test_gmsl module subgroups.tests.algorithms.subgroup_sets module subgroups.tests.algorithms.subgroup_sets.test_bsd module subgroups.tests.algorithms.subgroup_sets.test_cbsd module subgroups.tests.algorithms.subgroup_sets.test_cpbsd module subgroups.tests.algorithms.subgroup_sets.test_qfinder module subgroups.tests.algorithms.subgroup_sets.test_sdmap module subgroups.tests.algorithms.subgroup_sets.test_sdmapstar module subgroups.tests.algorithms.subgroup_sets.test_vlsd module subgroups.tests.core module subgroups.tests.core.test_operator module subgroups.tests.core.test_pattern module subgroups.tests.core.test_selector module subgroups.tests.core.test_subgroup module subgroups.tests.data_structures module subgroups.tests.data_structures.test_fp_tree_for_sdmap module subgroups.tests.data_structures.test_fp_tree_node module subgroups.tests.data_structures.test_subgroup_list module subgroups.tests.data_structures.test_vertical_list_with_bitsets module subgroups.tests.data_structures.test_vertical_list_with_sets module subgroups.tests.quality_measures module subgroups.tests.quality_measures.test_quality_measures module subgroups.tests.utils module subgroups.tests.utils.test_dataframe_filters module subgroups.tests.utils.test_file_format_transformations module subgroups.utils module subgroups.utils.dataframe_filters module subgroups.utils.file_format_transformations module subgroups.utils.mdl module Support (class in subgroups.quality_measures.support)

T

target (subgroups.core.subgroup.Subgroup property) test_BSD_cardinality() (subgroups.tests.algorithms.subgroup_sets.test_bsd.TestBSD method) test_BSD_checkRel() (subgroups.tests.algorithms.subgroup_sets.test_bsd.TestBSD method) test_BSD_checkRelevancies() (subgroups.tests.algorithms.subgroup_sets.test_bsd.TestBSD method) test_BSD_fit1() (subgroups.tests.algorithms.subgroup_sets.test_bsd.TestBSD method) test_BSD_fit2() (subgroups.tests.algorithms.subgroup_sets.test_bsd.TestBSD method) test_BSD_fit3() (subgroups.tests.algorithms.subgroup_sets.test_bsd.TestBSD method) test_BSD_fit4() (subgroups.tests.algorithms.subgroup_sets.test_bsd.TestBSD method) test_BSD_init_method() (subgroups.tests.algorithms.subgroup_sets.test_bsd.TestBSD method) test_BSD_logicalAnd() (subgroups.tests.algorithms.subgroup_sets.test_bsd.TestBSD method) test_CBSD_checkRel() (subgroups.tests.algorithms.subgroup_sets.test_cbsd.TestCBSD method) test_CBSD_checkRelevancies() (subgroups.tests.algorithms.subgroup_sets.test_cbsd.TestCBSD method) test_CBSD_fit1() (subgroups.tests.algorithms.subgroup_sets.test_cbsd.TestCBSD method) test_CBSD_fit2() (subgroups.tests.algorithms.subgroup_sets.test_cbsd.TestCBSD method) test_CBSD_fit3() (subgroups.tests.algorithms.subgroup_sets.test_cbsd.TestCBSD method) test_CBSD_fit4() (subgroups.tests.algorithms.subgroup_sets.test_cbsd.TestCBSD method) test_CBSD_init_method() (subgroups.tests.algorithms.subgroup_sets.test_cbsd.TestCBSD method) test_CPBSD_checkRel() (subgroups.tests.algorithms.subgroup_sets.test_cpbsd.TestCPBSD method) test_CPBSD_checkRelevancies() (subgroups.tests.algorithms.subgroup_sets.test_cpbsd.TestCPBSD method) test_CPBSD_fit1() (subgroups.tests.algorithms.subgroup_sets.test_cpbsd.TestCPBSD method) test_CPBSD_fit2() (subgroups.tests.algorithms.subgroup_sets.test_cpbsd.TestCPBSD method) test_CPBSD_fit3() (subgroups.tests.algorithms.subgroup_sets.test_cpbsd.TestCPBSD method) test_CPBSD_fit4() (subgroups.tests.algorithms.subgroup_sets.test_cpbsd.TestCPBSD method) test_CPBSD_init_method() (subgroups.tests.algorithms.subgroup_sets.test_cpbsd.TestCPBSD method) test_dataframe_filters_general() (subgroups.tests.utils.test_dataframe_filters.TestDataFrameFilter method) test_DSLM_compute_overlap_factor_function_1() (subgroups.tests.algorithms.subgroup_lists.test_dslm.TestDSLM method) test_DSLM_compute_overlap_factor_function_2() (subgroups.tests.algorithms.subgroup_lists.test_dslm.TestDSLM method) test_DSLM_compute_overlap_factor_function_3() (subgroups.tests.algorithms.subgroup_lists.test_dslm.TestDSLM method) test_DSLM_counter_of_subgroups_1() (subgroups.tests.algorithms.subgroup_lists.test_dslm.TestDSLM method) test_DSLM_counter_of_subgroups_2() (subgroups.tests.algorithms.subgroup_lists.test_dslm.TestDSLM method) test_FPTreeForSDMap_build_tree_1() (subgroups.tests.data_structures.test_fp_tree_for_sdmap.TestFPTreeForSDMap method) test_FPTreeForSDMap_build_tree_2() (subgroups.tests.data_structures.test_fp_tree_for_sdmap.TestFPTreeForSDMap method) test_FPTreeForSDMap_build_tree_3() (subgroups.tests.data_structures.test_fp_tree_for_sdmap.TestFPTreeForSDMap method) test_FPTreeForSDMap_build_tree_4() (subgroups.tests.data_structures.test_fp_tree_for_sdmap.TestFPTreeForSDMap method) test_FPTreeForSDMap_generate_conditional_fp_tree_1() (subgroups.tests.data_structures.test_fp_tree_for_sdmap.TestFPTreeForSDMap method) test_FPTreeForSDMap_generate_conditional_fp_tree_2() (subgroups.tests.data_structures.test_fp_tree_for_sdmap.TestFPTreeForSDMap method) test_FPTreeForSDMap_generate_set_of_frequent_selectors_1() (subgroups.tests.data_structures.test_fp_tree_for_sdmap.TestFPTreeForSDMap method) test_FPTreeForSDMap_generate_set_of_frequent_selectors_2() (subgroups.tests.data_structures.test_fp_tree_for_sdmap.TestFPTreeForSDMap method) test_FPTreeForSDMap_generate_set_of_frequent_selectors_3() (subgroups.tests.data_structures.test_fp_tree_for_sdmap.TestFPTreeForSDMap method) test_FPTreeNode_general() (subgroups.tests.data_structures.test_fp_tree_node.TestFPTreeNode method) test_GMSL_fit_method_1() (subgroups.tests.algorithms.subgroup_lists.test_gmsl.TestGMSL method) test_GMSL_load_candidates_method_1() (subgroups.tests.algorithms.subgroup_lists.test_gmsl.TestGMSL method) test_GMSL_load_candidates_method_2() (subgroups.tests.algorithms.subgroup_lists.test_gmsl.TestGMSL method) test_GMSL_load_candidates_method_3() (subgroups.tests.algorithms.subgroup_lists.test_gmsl.TestGMSL method) test_GMSL_load_candidates_method_4() (subgroups.tests.algorithms.subgroup_lists.test_gmsl.TestGMSL method) test_GMSL_load_candidates_method_5() (subgroups.tests.algorithms.subgroup_lists.test_gmsl.TestGMSL method) test_GMSL_mdl_functions_1() (subgroups.tests.algorithms.subgroup_lists.test_gmsl.TestGMSL method) test_GMSL_mdl_functions_2() (subgroups.tests.algorithms.subgroup_lists.test_gmsl.TestGMSL method) test_GMSL_mdl_functions_3() (subgroups.tests.algorithms.subgroup_lists.test_gmsl.TestGMSL method) test_Operator_evaluate_method() (subgroups.tests.core.test_operator.TestOperator method) test_Operator_evaluate_method_with_pandasSeries() (subgroups.tests.core.test_operator.TestOperator method) test_Operator_generate_from_str_method() (subgroups.tests.core.test_operator.TestOperator method) test_Operator_string_representation() (subgroups.tests.core.test_operator.TestOperator method) test_Pattern_contains_method() (subgroups.tests.core.test_pattern.TestPattern method) test_Pattern_general() (subgroups.tests.core.test_pattern.TestPattern method) test_Pattern_is_contained_method() (subgroups.tests.core.test_pattern.TestPattern method) test_Pattern_is_refinement_method() (subgroups.tests.core.test_pattern.TestPattern method) test_QFinder_fit() (subgroups.tests.algorithms.subgroup_sets.test_qfinder.TestQFinder method) test_QFinder_generate_candidate_patterns1() (subgroups.tests.algorithms.subgroup_sets.test_qfinder.TestQFinder method) test_QFinder_generate_candidate_patterns2() (subgroups.tests.algorithms.subgroup_sets.test_qfinder.TestQFinder method) test_QFinder_handle_individual_result() (subgroups.tests.algorithms.subgroup_sets.test_qfinder.TestQFinder method) test_QFinder_init_method1() (subgroups.tests.algorithms.subgroup_sets.test_qfinder.TestQFinder method) test_QFinder_init_method2() (subgroups.tests.algorithms.subgroup_sets.test_qfinder.TestQFinder method) test_quality_measures_compute() (subgroups.tests.quality_measures.test_quality_measures.TestQualityMeasures method) test_quality_measures_general() (subgroups.tests.quality_measures.test_quality_measures.TestQualityMeasures method) test_quality_measures_value_of_class_variables() (subgroups.tests.quality_measures.test_quality_measures.TestQualityMeasures method) test_SDMap_additional_parameters_in_fit_method() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_1() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_10() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_11() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_2() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_3() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_4() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_5() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_6() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_7() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_8() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fit_method_9() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fpgrowth_method_1() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fpgrowth_method_2() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fpgrowth_method_3() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_fpgrowth_method_4() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_init_method_1() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_init_method_2() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMap_unselected_and_selected_subgroups() (subgroups.tests.algorithms.subgroup_sets.test_sdmap.TestSDMap method) test_SDMapStar_additional_parameters_in_fit_method() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method)

test_SDMapStar_fit_method_1() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fit_method_10() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fit_method_2() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fit_method_3() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fit_method_4() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fit_method_5() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fit_method_6() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fit_method_7() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fit_method_8() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fit_method_9() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fpgrowth_method_1() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fpgrowth_method_2() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fpgrowth_method_3() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_fpgrowth_method_4() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_init_method_1() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_init_method_2() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_unselected_and_selected_subgroups_1() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_SDMapStar_unselected_and_selected_subgroups_2() (subgroups.tests.algorithms.subgroup_sets.test_sdmapstar.TestSDMapStar method) test_Selector_attributes() (subgroups.tests.core.test_selector.TestSelector method) test_Selector_comparisons() (subgroups.tests.core.test_selector.TestSelector method) test_Selector_creation_process() (subgroups.tests.core.test_selector.TestSelector method) test_Selector_deletion_process() (subgroups.tests.core.test_selector.TestSelector method) test_Selector_generate_from_str_method() (subgroups.tests.core.test_selector.TestSelector method) test_Selector_match_method() (subgroups.tests.core.test_selector.TestSelector method) test_Selector_same_value_different_type() (subgroups.tests.core.test_selector.TestSelector method) test_Subgroup_filter() (subgroups.tests.core.test_subgroup.TestSubgroup method) test_Subgroup_general() (subgroups.tests.core.test_subgroup.TestSubgroup method) test_Subgroup_is_refinement_method() (subgroups.tests.core.test_subgroup.TestSubgroup method) test_subgroup_list_1() (subgroups.tests.data_structures.test_subgroup_list.TestSubgroupList method) test_subgroup_list_2() (subgroups.tests.data_structures.test_subgroup_list.TestSubgroupList method) test_subgroup_list_3() (subgroups.tests.data_structures.test_subgroup_list.TestSubgroupList method) test_subgroup_list_4() (subgroups.tests.data_structures.test_subgroup_list.TestSubgroupList method) test_subgroup_list_5() (subgroups.tests.data_structures.test_subgroup_list.TestSubgroupList method) test_subgroups() (subgroups.algorithms.subgroup_sets.qfinder.QFinder method) test_to_input_format_for_subgroup_list_algorithms_1() (subgroups.tests.utils.test_file_format_transformations.TestToInputFormatForSubgroupListAlgorithms method) test_to_input_format_for_subgroup_list_algorithms_2() (subgroups.tests.utils.test_file_format_transformations.TestToInputFormatForSubgroupListAlgorithms method) test_to_input_format_for_subgroup_list_algorithms_3() (subgroups.tests.utils.test_file_format_transformations.TestToInputFormatForSubgroupListAlgorithms method) test_vertical_list_1() (subgroups.tests.data_structures.test_vertical_list_with_bitsets.TestVerticalListWithBitsets method) (subgroups.tests.data_structures.test_vertical_list_with_sets.TestVerticalListWithSets method) test_vertical_list_2() (subgroups.tests.data_structures.test_vertical_list_with_bitsets.TestVerticalListWithBitsets method) (subgroups.tests.data_structures.test_vertical_list_with_sets.TestVerticalListWithSets method) test_vertical_list_3() (subgroups.tests.data_structures.test_vertical_list_with_bitsets.TestVerticalListWithBitsets method) (subgroups.tests.data_structures.test_vertical_list_with_sets.TestVerticalListWithSets method) test_vertical_list_str_method() (subgroups.tests.data_structures.test_vertical_list_with_bitsets.TestVerticalListWithBitsets method) (subgroups.tests.data_structures.test_vertical_list_with_sets.TestVerticalListWithSets method) test_VLSD_additional_parameters_in_fit_method() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) test_VLSD_fit_method_1() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) test_VLSD_fit_method_2() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) test_VLSD_fit_method_3() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) test_VLSD_fit_method_4() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) test_VLSD_fit_method_5() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) test_VLSD_fit_method_6() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) test_VLSD_fit_method_7() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) test_VLSD_init_method_1() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) test_VLSD_init_method_2() (subgroups.tests.algorithms.subgroup_sets.test_vlsd.TestVLSD method) TestBSD (class in subgroups.tests.algorithms.subgroup_sets.test_bsd) TestCBSD (class in subgroups.tests.algorithms.subgroup_sets.test_cbsd) TestCPBSD (class in subgroups.tests.algorithms.subgroup_sets.test_cpbsd) TestDataFrameFilter (class in subgroups.tests.utils.test_dataframe_filters) TestDSLM (class in subgroups.tests.algorithms.subgroup_lists.test_dslm) TestFPTreeForSDMap (class in subgroups.tests.data_structures.test_fp_tree_for_sdmap) TestFPTreeNode (class in subgroups.tests.data_structures.test_fp_tree_node) TestGMSL (class in subgroups.tests.algorithms.subgroup_lists.test_gmsl) TestOperator (class in subgroups.tests.core.test_operator) TestPattern (class in subgroups.tests.core.test_pattern) TestQFinder (class in subgroups.tests.algorithms.subgroup_sets.test_qfinder) TestQualityMeasures (class in subgroups.tests.quality_measures.test_quality_measures) TestSDMap (class in subgroups.tests.algorithms.subgroup_sets.test_sdmap) TestSDMapStar (class in subgroups.tests.algorithms.subgroup_sets.test_sdmapstar) TestSelector (class in subgroups.tests.core.test_selector) TestSubgroup (class in subgroups.tests.core.test_subgroup) TestSubgroupList (class in subgroups.tests.data_structures.test_subgroup_list) TestToInputFormatForSubgroupListAlgorithms (class in subgroups.tests.utils.test_file_format_transformations) TestVerticalListWithBitsets (class in subgroups.tests.data_structures.test_vertical_list_with_bitsets) TestVerticalListWithSets (class in subgroups.tests.data_structures.test_vertical_list_with_sets) TestVLSD (class in subgroups.tests.algorithms.subgroup_sets.test_vlsd) there_is_a_single_path() (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap method) to_input_format_for_subgroup_list_algorithms() (in module subgroups.utils.file_format_transformations) top_patterns (subgroups.algorithms.subgroup_sets.qfinder.QFinder property) tp (subgroups.data_structures.vertical_list.VerticalList property) (subgroups.data_structures.vertical_list_with_bitsets.VerticalListWithBitsets property) (subgroups.data_structures.vertical_list_with_sets.VerticalListWithSets property) tree_as_str() (subgroups.data_structures.fp_tree_for_sdmap.FPTreeForSDMap method) (subgroups.data_structures.fp_tree_node.FPTreeNode method) TRUE_POPULATION (subgroups.quality_measures.quality_measure.QualityMeasure attribute) TRUE_POSITIVES (subgroups.quality_measures.quality_measure.QualityMeasure attribute)

U

universal_code_for_integer() (in module subgroups.utils.mdl) universal_code_for_integer_with_maximum() (in module subgroups.utils.mdl) unselected_subgroups (subgroups.algorithms.subgroup_sets.bsd.BSD property) (subgroups.algorithms.subgroup_sets.qfinder.QFinder property) (subgroups.algorithms.subgroup_sets.sdmap.SDMap property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) (subgroups.algorithms.subgroup_sets.vlsd.VLSD property)

V

value (subgroups.core.selector.Selector property) VERTICAL_LISTS_IMPLEMENTATION (subgroups.algorithms.subgroup_sets.vlsd.VLSD attribute) VERTICAL_LISTS_WITH_BITSETS (subgroups.algorithms.subgroup_sets.vlsd.VLSD attribute) VERTICAL_LISTS_WITH_SETS (subgroups.algorithms.subgroup_sets.vlsd.VLSD attribute) VerticalList (class in subgroups.data_structures.vertical_list) VerticalListSizeError VerticalListWithBitsets (class in subgroups.data_structures.vertical_list_with_bitsets)

VerticalListWithSets (class in subgroups.data_structures.vertical_list_with_sets) visited_nodes (subgroups.algorithms.subgroup_sets.sdmap.SDMap property) (subgroups.algorithms.subgroup_sets.sdmapstar.SDMapStar property) (subgroups.algorithms.subgroup_sets.vlsd.VLSD property) visited_subgroups (subgroups.algorithms.subgroup_sets.bsd.BSD property) (subgroups.algorithms.subgroup_sets.qfinder.QFinder property) VLSD (class in subgroups.algorithms.subgroup_sets.vlsd)

W

WRAcc (class in subgroups.quality_measures.wracc)

WRAccOptimisticEstimate1 (class in subgroups.quality_measures.wracc_optimistic_estimate_1)

Y

Youden (class in subgroups.quality_measures.youden)