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Rough Set check functions
Feature importance example
Multi-Stage processing
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skrough
algorithms
bireduct_ordering
bireducts
constants
exceptions
hooks
key_names
meta
reduct_ordering
reducts
reusables
attrs_checks
check_if_attr_better_than_shuffled
checks
check_if_approx_reduct
check_if_bireduct
check_if_consistent_table
check_if_functional_dependency
check_if_reduct
dataprep
add_shuffled_attrs
prepare_factorized_array
prepare_factorized_data
prepare_factorized_vector
disorder_measures
disorder_measures
disorder_score
get_disorder_score_for_data
get_disorder_score_stats
estimators
base
feature_importance
compute_attrs_score_gains
compute_objs_attrs_score_gains
get_feature_importance
get_feature_importance_for_objs_attrs
AttrsSubsetScoreGain
ObjsAttrsSubsetScoreGain
homogeneity
get_heterogeneity
get_homogeneity
heterogeneous_groups_decisions_replace
instances
choose_objects
logs
log_start_end
permutations
get_attrs_permutation
get_objs_attrs_permutation
get_objs_attrs_permutation_strategy_attrs_before
get_objs_attrs_permutation_strategy_mixed
get_objs_attrs_permutation_strategy_objs_before
get_objs_permutation
get_permutation
predict
aggregate
helpers
predict_attrs
predict_attrs_ensemble
predict_objs_attrs
predict_objs_attrs_ensemble
ranks
compare_ranks
compare_ranksum
get_attr_ranks
AttrRanks
rough
get_approximations
get_gamma_value
get_lower_upper_group_ids
get_positive_region
structs
attrs_subset
description_node
disorder_score_stats
group_index
objs_attrs_subset
state
typing
Describable
InnerStopHook
NoAnswerStrategyFunction
ObjsAttrsPermutationStrategyFunction
PredictStrategyFunction
PrepareResultFunction
ProcessElementsHook
ProduceElementsHook
StopHook
UpdateStateHook
unify
unify_locations
unique
get_rows_nunique
get_uniques
get_uniques_and_compacted
get_uniques_and_positions
get_uniques_positions
utils
get_positions_where_values_in
minmax
weights
normalize_weights
prepare_weights
.rst
.pdf
Reference
Reference
#
skrough
A rough sets toolkit for Python.
