pysubgroupΒΆ
- pysubgroup package
- Submodules
- pysubgroup.algorithms module
- pysubgroup.binary_target module
BinaryTarget
ChiSquaredQF
GeneralizationAware_StandardQF
LiftQF
SimpleBinomialQF
SimplePositivesQF
SimplePositivesQF.calculate_constant_statistics()
SimplePositivesQF.calculate_statistics()
SimplePositivesQF.gp_get_null_vector()
SimplePositivesQF.gp_get_params()
SimplePositivesQF.gp_get_stats()
SimplePositivesQF.gp_merge()
SimplePositivesQF.gp_requires_cover_arr
SimplePositivesQF.gp_size_sg()
SimplePositivesQF.gp_to_str()
SimplePositivesQF.tpl
StandardQF
WRAccQF
- pysubgroup.constraints module
- pysubgroup.datasets module
- pysubgroup.fi_target module
AreaQF
CountQF
FITarget
SimpleCountQF
SimpleCountQF.calculate_constant_statistics()
SimpleCountQF.calculate_statistics()
SimpleCountQF.gp_get_null_vector()
SimpleCountQF.gp_get_params()
SimpleCountQF.gp_get_stats()
SimpleCountQF.gp_merge()
SimpleCountQF.gp_requires_cover_arr
SimpleCountQF.gp_size_sg()
SimpleCountQF.gp_to_str()
SimpleCountQF.tpl
- pysubgroup.gp_growth module
GpGrowth
GpGrowth.add_if_required()
GpGrowth.calculate_quality_function_for_patterns()
GpGrowth.check_constraints()
GpGrowth.check_tree_is_ordered()
GpGrowth.convert_results_to_subgroups()
GpGrowth.create_copy_of_path()
GpGrowth.create_copy_of_tree_top_down()
GpGrowth.create_initial_tree()
GpGrowth.create_new_tree_from_nodes()
GpGrowth.execute()
GpGrowth.get_nodes_upwards()
GpGrowth.get_stats_for_class()
GpGrowth.get_top_down_tree_for_class()
GpGrowth.merge_trees_top_down()
GpGrowth.nodes_to_cls_nodes()
GpGrowth.normal_insert()
GpGrowth.prepare_selectors()
GpGrowth.recurse()
GpGrowth.recurse_top_down()
GpGrowth.remove_selectors_with_low_optimistic_estimate()
GpGrowth.setup()
GpGrowth.setup_constraints()
GpGrowth.setup_from_quality_function()
GpGrowth.to_file()
identity()
- pysubgroup.measures module
AbstractInterestingnessMeasure
BoundedInterestingnessMeasure
CombinedInterestingnessMeasure
CountCallsInterestingMeasure
GeneralizationAwareQF
GeneralizationAwareQF_stats
maximum_statistic_filter()
minimum_quality_filter()
minimum_statistic_filter()
overlap_filter()
overlaps_list()
unique_attributes()
- pysubgroup.model_target module
EMM_Likelihood
PolyRegression_ModelClass
PolyRegression_ModelClass.calculate_constant_statistics()
PolyRegression_ModelClass.fit()
PolyRegression_ModelClass.gp_get_null_vector()
PolyRegression_ModelClass.gp_get_params()
PolyRegression_ModelClass.gp_get_stats()
PolyRegression_ModelClass.gp_merge()
PolyRegression_ModelClass.gp_requires_cover_arr
PolyRegression_ModelClass.gp_size_sg()
PolyRegression_ModelClass.gp_to_str()
PolyRegression_ModelClass.likelihood()
PolyRegression_ModelClass.loglikelihood()
beta_tuple
- pysubgroup.numeric_target module
NumericTarget
StandardQFNumeric
StandardQFNumeric.Average_Estimator
StandardQFNumeric.Ordering_Estimator
StandardQFNumeric.Summation_Estimator
StandardQFNumeric.calculate_constant_statistics()
StandardQFNumeric.calculate_statistics()
StandardQFNumeric.evaluate()
StandardQFNumeric.optimistic_estimate()
StandardQFNumeric.standard_qf_numeric()
StandardQFNumeric.tpl
StandardQFNumericMedian
StandardQFNumericMedian.Average_Estimator
StandardQFNumericMedian.Ordering_Estimator
StandardQFNumericMedian.Summation_Estimator
StandardQFNumericMedian.calculate_constant_statistics()
StandardQFNumericMedian.calculate_statistics()
StandardQFNumericMedian.evaluate()
StandardQFNumericMedian.optimistic_estimate()
StandardQFNumericMedian.standard_qf_numeric()
StandardQFNumericMedian.tpl
StandardQFNumericTscore
StandardQFNumericTscore.Average_Estimator
StandardQFNumericTscore.Ordering_Estimator
StandardQFNumericTscore.Summation_Estimator
StandardQFNumericTscore.calculate_constant_statistics()
StandardQFNumericTscore.calculate_statistics()
StandardQFNumericTscore.evaluate()
StandardQFNumericTscore.optimistic_estimate()
StandardQFNumericTscore.standard_qf_numeric()
StandardQFNumericTscore.tpl
- pysubgroup.refinement_operator module
- pysubgroup.representations module
- pysubgroup.subgroup_description module
BooleanExpressionBase
Conjunction
DNF
Disjunction
EqualitySelector
IntervalSelector
NegatedSelector
SelectorBase
create_nominal_selectors()
create_nominal_selectors_for_attribute()
create_numeric_selectors()
create_numeric_selectors_for_attribute()
create_selectors()
get_cover_array_and_size()
get_size()
remove_target_attributes()
- pysubgroup.utils module
BaseTarget
SubgroupDiscoveryResult
add_if_required()
conditional_invert()
count_bits()
derive_effective_sample_size()
equal_frequency_discretization()
find_set_bits()
float_formatter()
intersect_of_ordered_list()
is_categorical_attribute()
is_numerical_attribute()
minimum_required_quality()
overlap()
perc_formatter()
powerset()
prepare_subgroup_discovery_result()
remove_selectors_with_attributes()
results_df_autoround()
to_bits()
- pysubgroup.visualization module
- Module contents