decision_rules
Introduction
Tutorials
API Documentation
decision_rules
Index
Index
A
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B
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C
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D
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E
|
F
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G
|
H
|
I
|
J
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
Y
A
AbstractConclusion (class in decision_rules.core.rule)
AbstractCondition (class in decision_rules.core.condition)
AbstractRule (class in decision_rules.core.rule)
AbstractRuleSet (class in decision_rules.core.ruleset)
AbstractRulesMetrics (class in decision_rules.core.metrics)
Accuracy (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
accuracy() (in module decision_rules.measures)
ALTERNATIVE (decision_rules.conditions.LogicOperators attribute)
as_tuple() (decision_rules.core.coverage.Coverage method)
at_risk_count (decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute)
attributes (decision_rules.conditions.AttributesCondition property)
(decision_rules.conditions.CompoundCondition property)
(decision_rules.conditions.ElementaryCondition property)
(decision_rules.conditions.NominalCondition property)
(decision_rules.core.condition.AbstractCondition property)
AttributesCondition (class in decision_rules.conditions)
average() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator static method)
B
Balanced_accuracy (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
BestRulePredictionStrategy (class in decision_rules.core.prediction)
(class in decision_rules.survival.prediction)
bin_edges (decision_rules.histogram.Histograms attribute)
(decision_rules.regression.prediction_indicators.RegressionPredictionHistogram attribute)
binary_search() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
C
c1() (in module decision_rules.measures)
c2() (in module decision_rules.measures)
c_foil() (in module decision_rules.measures)
cache() (decision_rules.core.condition.AbstractCondition method)
calcualte_indicators() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
calculate() (decision_rules.core.metrics.AbstractRulesMetrics method)
(decision_rules.similarity.syntactic.SyntacticRuleSimilarityCalculator method)
calculate_attribute_importances() (decision_rules.classification.ruleset.ClassificationRuleSet method)
(decision_rules.core.ruleset.AbstractRuleSet method)
(decision_rules.regression.ruleset.RegressionRuleSet method)
(decision_rules.survival.ruleset.SurvivalRuleSet method)
calculate_bounds() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
calculate_class_indicators_classification() (in module decision_rules.classification.prediction_indicators)
calculate_condition_importances() (decision_rules.classification.ruleset.ClassificationRuleSet method)
(decision_rules.core.ruleset.AbstractRuleSet method)
(decision_rules.regression.ruleset.RegressionRuleSet method)
(decision_rules.survival.ruleset.SurvivalRuleSet method)
calculate_coverage() (decision_rules.core.rule.AbstractRule method)
(decision_rules.regression.rule.RegressionRule method)
(decision_rules.survival.rule.SurvivalRule method)
calculate_coverage_matrix() (decision_rules.core.ruleset.AbstractRuleSet method)
calculate_for_classification() (in module decision_rules.classification.prediction_indicators)
calculate_for_regression() (in module decision_rules.regression.prediction_indicators)
calculate_for_survival() (in module decision_rules.survival.prediction_indicators)
calculate_interval() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
calculate_low_high() (decision_rules.regression.rule.RegressionConclusion method)
calculate_median_survival_time() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
calculate_p_value() (decision_rules.classification.metrics.ClassificationRulesMetrics method)
(decision_rules.core.metrics.AbstractRulesMetrics method)
(decision_rules.regression.metrics.RegressionRulesMetrics method)
(decision_rules.survival.metrics.SurvivalRulesMetrics method)
calculate_p_values() (decision_rules.classification.ruleset.ClassificationRuleSet method)
(decision_rules.regression.ruleset.RegressionRuleSet method)
calculate_probabilities() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
calculate_rule_similarity() (in module decision_rules.similarity.calculate)
calculate_rules_coverages() (decision_rules.core.ruleset.AbstractRuleSet method)
calculate_rules_metrics() (decision_rules.core.ruleset.AbstractRuleSet method)
(decision_rules.survival.ruleset.SurvivalRuleSet method)
calculate_rules_weights() (decision_rules.core.ruleset.AbstractRuleSet method)
(decision_rules.survival.ruleset.SurvivalRuleSet method)
calculate_ruleset_similarity() (in module decision_rules.similarity.ruleset)
calculate_ruleset_stats() (decision_rules.core.ruleset.AbstractRuleSet method)
calculate_semantic_similarity_matrix() (in module decision_rules.similarity.semantic)
censored_count (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
(decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute)
CLASSIFICATION (decision_rules.problem.ProblemTypes attribute)
ClassificationConclusion (class in decision_rules.classification.rule)
ClassificationCoverageInfodict (class in decision_rules.core.coverage)
ClassificationGeneralPredictionIndicators (class in decision_rules.classification.prediction_indicators)
ClassificationPredictionIndicators (class in decision_rules.classification.prediction_indicators)
ClassificationPredictionIndicatorsForClass (class in decision_rules.classification.prediction_indicators)
ClassificationRule (class in decision_rules.classification.rule)
ClassificationRuleSet (class in decision_rules.classification.ruleset)
ClassificationRulesMetrics (class in decision_rules.classification.metrics)
cn2_significnce() (in module decision_rules.measures)
Cohen_kappa (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
compare_estimators() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator static method)
CompoundCondition (class in decision_rules.conditions)
CONCISE_NUMERICAL_CONDITIONS_FORM (in module decision_rules.settings)
ConditionalDatasetTransformer (class in decision_rules.helpers.dataset_transformer)
ConditionalDatasetTransformer.Methods (class in decision_rules.helpers.dataset_transformer)
confidence() (in module decision_rules.measures)
Confusion_matrix (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
(decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
CONJUNCTION (decision_rules.conditions.LogicOperators attribute)
correct_p_values_fdr() (in module decision_rules.helpers.p_values)
CORRELATION (decision_rules.similarity.semantic.SimilarityMeasure attribute)
correlation() (in module decision_rules.measures)
Coverage (class in decision_rules.core.coverage)
coverage() (in module decision_rules.measures)
coverage_dict (decision_rules.core.ruleset.AbstractRuleSet property)
Covered_by_prediction (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
(decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute)
(decision_rules.survival.prediction_indicators.SurvivalGeneralPredictionIndicators attribute)
covered_mask() (decision_rules.core.condition.AbstractCondition method)
D
decision_rules.classification.metrics
module
decision_rules.classification.prediction
module
decision_rules.classification.prediction_indicators
module
decision_rules.classification.rule
module
decision_rules.classification.ruleset
module
decision_rules.conditions
module
decision_rules.core.condition
module
decision_rules.core.coverage
module
decision_rules.core.exceptions
module
decision_rules.core.metrics
module
decision_rules.core.prediction
module
decision_rules.core.rule
module
decision_rules.core.ruleset
module
decision_rules.core.simplifier
module
decision_rules.core.test_measures
module
decision_rules.helpers.dataset_transformer
module
decision_rules.helpers.measures
module
decision_rules.helpers.p_values
module
decision_rules.histogram
module
decision_rules.importances
module
decision_rules.measures
module
decision_rules.problem
module
decision_rules.regression.metrics
module
decision_rules.regression.prediction
module
decision_rules.regression.prediction_indicators
module
decision_rules.regression.rule
module
decision_rules.regression.ruleset
module
decision_rules.serialization.utils
module
decision_rules.settings
module
decision_rules.similarity.calculate
module
decision_rules.similarity.ruleset
module
decision_rules.similarity.semantic
module
decision_rules.similarity.syntactic
module
decision_rules.survival.kaplan_meier
module
decision_rules.survival.metrics
module
decision_rules.survival.prediction
module
decision_rules.survival.prediction_indicators
module
decision_rules.survival.rule
module
decision_rules.survival.ruleset
module
default_conclusion (decision_rules.core.ruleset.AbstractRuleSet property)
deserialize() (decision_rules.serialization.utils.JSONClassSerializer class method)
(decision_rules.serialization.utils.JSONSerializer class method)
E
ElementaryCondition (class in decision_rules.conditions)
estimator (decision_rules.survival.rule.SurvivalConclusion property)
events_count (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
(decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute)
F
F1_macro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
F1_micro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
F1_score (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
F1_weighted (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
f_bayesian_confirmation() (in module decision_rules.measures)
f_measure() (in module decision_rules.measures)
FirstRuleCoveringStrategy (class in decision_rules.core.prediction)
fit() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
FLOAT_DISPLAY_PRECISION (in module decision_rules.settings)
FN (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
for_classes (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicators attribute)
FP (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
from_kaplan_meier() (decision_rules.survival.prediction.SurvivalPrediction static method)
FULL (decision_rules.serialization.utils.SerializationModes attribute)
full_coverage() (in module decision_rules.measures)
G
G_mean (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
G_mean_macro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
G_mean_micro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
G_mean_weighted (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
g_measure() (in module decision_rules.measures)
general (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicators attribute)
(decision_rules.regression.prediction_indicators.RegressionPredictionIndicators attribute)
(decision_rules.survival.prediction_indicators.SurvivalPredictionIndicators attribute)
geo_rss() (in module decision_rules.measures)
get_at_risk_count_at() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
get_coverage_dict() (decision_rules.core.rule.AbstractRule method)
(decision_rules.regression.rule.RegressionRule method)
(decision_rules.survival.rule.SurvivalRule method)
get_default_prediction_strategy_class() (decision_rules.classification.ruleset.ClassificationRuleSet method)
(decision_rules.regression.ruleset.RegressionRuleSet method)
(decision_rules.survival.ruleset.SurvivalRuleSet method)
get_dict() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
get_events_count_at() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
get_histograms() (in module decision_rules.histogram)
get_measure_function_by_name() (in module decision_rules.helpers.measures)
get_metrics_calculator() (decision_rules.classification.metrics.ClassificationRulesMetrics method)
(decision_rules.core.metrics.AbstractRulesMetrics method)
(decision_rules.regression.metrics.RegressionRulesMetrics method)
(decision_rules.survival.metrics.SurvivalRulesMetrics method)
get_metrics_object_instance() (decision_rules.classification.ruleset.ClassificationRuleSet method)
(decision_rules.core.ruleset.AbstractRuleSet method)
(decision_rules.regression.ruleset.RegressionRuleSet method)
(decision_rules.survival.ruleset.SurvivalRuleSet method)
get_probability_at() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
get_significant_fraction() (in module decision_rules.helpers.p_values)
H
histogram (decision_rules.regression.prediction_indicators.RegressionPredictionHistogram attribute)
(decision_rules.regression.prediction_indicators.RegressionPredictionIndicators attribute)
Histograms (class in decision_rules.histogram)
histograms (decision_rules.histogram.Histograms attribute)
I
ibs (decision_rules.survival.prediction_indicators.SurvivalGeneralPredictionIndicators attribute)
information_gain() (in module decision_rules.measures)
instantiate() (decision_rules.serialization.utils.SerializationModes class method)
integrated_bier_score() (decision_rules.survival.ruleset.SurvivalRuleSet method)
invalidate_cache() (decision_rules.core.condition.AbstractCondition method)
InvalidCoverageError
InvalidStateError
is_empty() (decision_rules.classification.rule.ClassificationConclusion method)
(decision_rules.core.rule.AbstractConclusion method)
(decision_rules.regression.rule.RegressionConclusion method)
(decision_rules.survival.rule.SurvivalConclusion method)
is_using_default_conclusion (decision_rules.core.ruleset.AbstractRuleSet property)
J
j_measure() (in module decision_rules.measures)
JACCARD (decision_rules.similarity.semantic.SimilarityMeasure attribute)
JSONClassSerializer (class in decision_rules.serialization.utils)
JSONSerializer (class in decision_rules.serialization.utils)
K
kaplan_meier_estimator (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
KaplanMeierEstimator (class in decision_rules.survival.kaplan_meier)
KaplanMeierEstimatorDict (class in decision_rules.survival.kaplan_meier)
kappa() (in module decision_rules.measures)
klosgen() (in module decision_rules.measures)
KULCZYNSKI (decision_rules.similarity.semantic.SimilarityMeasure attribute)
L
laplace() (in module decision_rules.measures)
lift() (in module decision_rules.measures)
local_explainability() (decision_rules.core.ruleset.AbstractRuleSet method)
(decision_rules.survival.ruleset.SurvivalRuleSet method)
log_rank (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
log_rank() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator static method)
logical_sufficiency() (in module decision_rules.measures)
LogicOperators (class in decision_rules.conditions)
LR_minus (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
LR_plus (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
M
m_estimate() (in module decision_rules.measures)
MAE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute)
make_empty() (decision_rules.classification.rule.ClassificationConclusion static method)
(decision_rules.core.rule.AbstractConclusion static method)
(decision_rules.regression.rule.RegressionConclusion static method)
(decision_rules.survival.rule.SurvivalConclusion static method)
MAPE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute)
max (decision_rules.histogram.Histograms attribute)
(decision_rules.regression.prediction_indicators.RegressionPredictionHistogram attribute)
maxError (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute)
MCC (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
median_sruvival_time_cli (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
median_survival_time (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
(decision_rules.survival.prediction.SurvivalPrediction attribute)
min (decision_rules.histogram.Histograms attribute)
(decision_rules.regression.prediction_indicators.RegressionPredictionHistogram attribute)
MINIMAL (decision_rules.serialization.utils.SerializationModes attribute)
model_config (decision_rules.histogram.Histograms attribute)
model_fields (decision_rules.histogram.Histograms attribute)
module
decision_rules.classification.metrics
decision_rules.classification.prediction
decision_rules.classification.prediction_indicators
decision_rules.classification.rule
decision_rules.classification.ruleset
decision_rules.conditions
decision_rules.core.condition
decision_rules.core.coverage
decision_rules.core.exceptions
decision_rules.core.metrics
decision_rules.core.prediction
decision_rules.core.rule
decision_rules.core.ruleset
decision_rules.core.simplifier
decision_rules.core.test_measures
decision_rules.helpers.dataset_transformer
decision_rules.helpers.measures
decision_rules.helpers.p_values
decision_rules.histogram
decision_rules.importances
decision_rules.measures
decision_rules.problem
decision_rules.regression.metrics
decision_rules.regression.prediction
decision_rules.regression.prediction_indicators
decision_rules.regression.rule
decision_rules.regression.ruleset
decision_rules.serialization.utils
decision_rules.settings
decision_rules.similarity.calculate
decision_rules.similarity.ruleset
decision_rules.similarity.semantic
decision_rules.similarity.syntactic
decision_rules.survival.kaplan_meier
decision_rules.survival.metrics
decision_rules.survival.prediction
decision_rules.survival.prediction_indicators
decision_rules.survival.rule
decision_rules.survival.ruleset
mutual_support() (in module decision_rules.measures)
N
N (decision_rules.core.coverage.ClassificationCoverageInfodict attribute)
n (decision_rules.core.coverage.ClassificationCoverageInfodict attribute)
N (decision_rules.core.coverage.Coverage attribute)
n (decision_rules.core.coverage.Coverage attribute)
N (decision_rules.core.coverage.RegressionCoverageInfodict attribute)
n (decision_rules.core.coverage.RegressionCoverageInfodict attribute)
N (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
n (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
negative_covered_mask() (decision_rules.core.rule.AbstractRule method)
negative_uncovered_mask() (decision_rules.core.rule.AbstractRule method)
negatives_mask() (decision_rules.core.rule.AbstractConclusion method)
NESTED (decision_rules.helpers.dataset_transformer.ConditionalDatasetTransformer.Methods attribute)
NominalCondition (class in decision_rules.conditions)
Not_covered_by_prediction (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
(decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute)
(decision_rules.survival.prediction_indicators.SurvivalGeneralPredictionIndicators attribute)
novelty() (in module decision_rules.measures)
NPV (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
O
Odd_ratio (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
odds_ratio() (in module decision_rules.measures)
one_way_support() (in module decision_rules.measures)
P
P (decision_rules.core.coverage.ClassificationCoverageInfodict attribute)
p (decision_rules.core.coverage.ClassificationCoverageInfodict attribute)
P (decision_rules.core.coverage.Coverage attribute)
p (decision_rules.core.coverage.Coverage attribute)
P (decision_rules.core.coverage.RegressionCoverageInfodict attribute)
p (decision_rules.core.coverage.RegressionCoverageInfodict attribute)
P (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
p (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
pawlak_dependency_factor() (in module decision_rules.measures)
positive_covered_mask() (decision_rules.core.rule.AbstractRule method)
positive_uncovered_mask() (decision_rules.core.rule.AbstractRule method)
positives_mask() (decision_rules.classification.rule.ClassificationConclusion method)
(decision_rules.core.rule.AbstractConclusion method)
(decision_rules.regression.rule.RegressionConclusion method)
(decision_rules.survival.rule.SurvivalConclusion method)
PPV (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
precision() (in module decision_rules.measures)
predict() (decision_rules.core.prediction.PredictionStrategy method)
(decision_rules.core.ruleset.AbstractRuleSet method)
prediction_strategies_choice (decision_rules.classification.ruleset.ClassificationRuleSet property)
(decision_rules.regression.ruleset.RegressionRuleSet property)
(decision_rules.survival.ruleset.SurvivalRuleSet property)
PredictionStrategy (class in decision_rules.core.prediction)
probabilities (decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute)
(decision_rules.survival.prediction.SurvivalPrediction attribute)
ProblemTypes (class in decision_rules.problem)
process_surv_info() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
Q
q2() (in module decision_rules.measures)
qth_survival_time() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
qth_survival_times() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
R
Recall (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
Recall_macro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
Recall_micro (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
Recall_weighted (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
register_serializer() (decision_rules.serialization.utils.JSONSerializer class method)
(in module decision_rules.serialization.utils)
REGRESSION (decision_rules.problem.ProblemTypes attribute)
RegressionConclusion (class in decision_rules.regression.rule)
RegressionCoverageInfodict (class in decision_rules.core.coverage)
RegressionGeneralPredictionIndicators (class in decision_rules.regression.prediction_indicators)
RegressionPredictionHistogram (class in decision_rules.regression.prediction_indicators)
RegressionPredictionIndicators (class in decision_rules.regression.prediction_indicators)
RegressionRule (class in decision_rules.regression.rule)
RegressionRuleSet (class in decision_rules.regression.ruleset)
RegressionRulesMetrics (class in decision_rules.regression.metrics)
Relative_risk (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
relative_risk() (in module decision_rules.measures)
restricted_mean_survival_time (decision_rules.core.coverage.SurvivalCoverageInfodict attribute)
reverse() (decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
ripper() (in module decision_rules.measures)
rMAE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute)
RMSE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute)
rRMSE (decision_rules.regression.prediction_indicators.RegressionGeneralPredictionIndicators attribute)
rss() (in module decision_rules.measures)
rule_interest() (in module decision_rules.measures)
RulesetSimplifier (class in decision_rules.core.simplifier)
S
s_bayesian() (in module decision_rules.measures)
SEMANTIC (decision_rules.similarity.calculate.SimilarityType attribute)
sensitivity() (in module decision_rules.measures)
SerializationModes (class in decision_rules.serialization.utils)
serialize() (decision_rules.serialization.utils.JSONClassSerializer class method)
(decision_rules.serialization.utils.JSONSerializer class method)
set_default_conclusion_enabled() (decision_rules.core.ruleset.AbstractRuleSet method)
set_survival_time_attr() (decision_rules.survival.rule.SurvivalRule method)
SimilarityMeasure (class in decision_rules.similarity.semantic)
SimilarityType (class in decision_rules.similarity.calculate)
simplify() (decision_rules.core.simplifier.RulesetSimplifier method)
Specificity (decision_rules.classification.prediction_indicators.ClassificationGeneralPredictionIndicators attribute)
(decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
specificity() (in module decision_rules.measures)
SPLIT (decision_rules.helpers.dataset_transformer.ConditionalDatasetTransformer.Methods attribute)
split_dataset() (decision_rules.core.ruleset.AbstractRuleSet method)
supported_metrics (decision_rules.classification.metrics.ClassificationRulesMetrics property)
(decision_rules.core.metrics.AbstractRulesMetrics property)
(decision_rules.regression.metrics.RegressionRulesMetrics property)
(decision_rules.survival.metrics.SurvivalRulesMetrics property)
surv_info (decision_rules.survival.kaplan_meier.KaplanMeierEstimator property)
SurvInfo (class in decision_rules.survival.kaplan_meier)
SURVIVAL (decision_rules.problem.ProblemTypes attribute)
SurvivalConclusion (class in decision_rules.survival.rule)
SurvivalCoverageInfodict (class in decision_rules.core.coverage)
SurvivalGeneralPredictionIndicators (class in decision_rules.survival.prediction_indicators)
SurvivalPrediction (class in decision_rules.survival.prediction)
SurvivalPredictionIndicators (class in decision_rules.survival.prediction_indicators)
SurvivalRule (class in decision_rules.survival.rule)
SurvivalRuleSet (class in decision_rules.survival.ruleset)
SurvivalRulesMetrics (class in decision_rules.survival.metrics)
SYNTACTIC (decision_rules.similarity.calculate.SimilarityType attribute)
SyntacticRuleSimilarityCalculator (class in decision_rules.similarity.syntactic)
T
times (decision_rules.survival.kaplan_meier.KaplanMeierEstimatorDict attribute)
(decision_rules.survival.prediction.SurvivalPrediction attribute)
TN (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
to_kaplan_meier() (decision_rules.survival.prediction.SurvivalPrediction method)
to_string() (decision_rules.conditions.AttributesCondition method)
(decision_rules.conditions.CompoundCondition method)
(decision_rules.conditions.ElementaryCondition method)
(decision_rules.conditions.NominalCondition method)
(decision_rules.core.condition.AbstractCondition method)
TOP_LEVEL (decision_rules.helpers.dataset_transformer.ConditionalDatasetTransformer.Methods attribute)
TP (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicatorsForClass attribute)
train_covered_y_mean (decision_rules.core.coverage.RegressionCoverageInfodict attribute)
train_covered_y_std (decision_rules.core.coverage.RegressionCoverageInfodict attribute)
transform() (decision_rules.helpers.dataset_transformer.ConditionalDatasetTransformer method)
two_way_support() (in module decision_rules.measures)
type_of_problem (decision_rules.classification.prediction_indicators.ClassificationPredictionIndicators attribute)
(decision_rules.regression.prediction_indicators.RegressionPredictionIndicators attribute)
(decision_rules.survival.prediction_indicators.SurvivalPredictionIndicators attribute)
U
uncovered_mask() (decision_rules.core.condition.AbstractCondition method)
update() (decision_rules.classification.ruleset.ClassificationRuleSet method)
(decision_rules.core.ruleset.AbstractRuleSet method)
(decision_rules.regression.ruleset.RegressionRuleSet method)
(decision_rules.survival.kaplan_meier.KaplanMeierEstimator method)
(decision_rules.survival.ruleset.SurvivalRuleSet method)
update_meta() (decision_rules.core.ruleset.AbstractRuleSet method)
update_using_coverages() (decision_rules.classification.ruleset.ClassificationRuleSet method)
(decision_rules.core.ruleset.AbstractRuleSet method)
(decision_rules.regression.ruleset.RegressionRuleSet method)
(decision_rules.survival.ruleset.SurvivalRuleSet method)
uuid (decision_rules.core.rule.AbstractRule property)
V
value (decision_rules.regression.rule.RegressionConclusion property)
VotingPredictionStrategy (class in decision_rules.classification.prediction)
(class in decision_rules.regression.prediction)
(class in decision_rules.survival.prediction)
W
weighted_laplace() (in module decision_rules.measures)
weighted_relative_accuracy() (in module decision_rules.measures)
Y
y_train_median (decision_rules.regression.ruleset.RegressionRuleSet property)
yails() (in module decision_rules.measures)