Index

A

aggregate() (LogisticRegression method) ALACARTDecisionTree (class in imsl.data_mining) association_rules() (FrequentItemSets method)

AssociationRule (class in imsl.data_mining) auto_arima() (in module imsl.timeseries)

C

C45DecisionTree (class in imsl.data_mining) categ_names (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute) CHAIDDecisionTree (class in imsl.data_mining) class_counts_matrix (ResponseFormatAll attribute) (ResponseFormatID attribute) (ResponseFormatRef attribute) class_means (LogisticRegression attribute)

class_names (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute) cluster_k_means() (in module imsl.cluster) coefficients (LogisticRegression attribute) cond() (LU method) confidence (AssociationRule attribute)

E

eig_gen() (in module imsl.eigen)

F

factor() (LU method) factor_full() (LU method) fit() (LogisticRegression method)

frequency() (FrequentItemSets method) frequent_itemsets() (in module imsl.data_mining) FrequentItemSets (class in imsl.data_mining)

G

garch() (in module imsl.timeseries)

gradient (LogisticRegression attribute)

H

hessian (LogisticRegression attribute)

I

imsl.cluster (module) imsl.constants (module) imsl.data_mining (module) imsl.eigen (module) imsl.error (module) imsl.linalg (module) imsl.optimize (module)

imsl.regression (module) imsl.timeseries (module) IMSLError IMSLWarning intercept (LogisticRegression attribute) inv() (LU method) item_sets (FrequentItemSets attribute)

L

lift (AssociationRule attribute) likeli_ratio_test_stat (LogisticRegression attribute) lin_lsq_lin_constraints() (in module imsl.linalg) log_likeli (LogisticRegression attribute) LogisticRegression (class in imsl.regression) LU (class in imsl.linalg)

lu_cond() (in module imsl.linalg) lu_factor() (in module imsl.linalg) lu_factor_full() (in module imsl.linalg) lu_inv() (in module imsl.linalg) lu_solve() (in module imsl.linalg)

M

max_num_products (FrequentItemSets attribute) max_set_size (FrequentItemSets attribute)

min_pct_support (FrequentItemSets attribute)

N

n_classes (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (LogisticRegression attribute) (QUESTDecisionTree attribute) n_coeffs (LogisticRegression attribute) n_levels (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute) n_nodes (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute) n_obs (LogisticRegression attribute) n_predictors (LogisticRegression attribute)

n_preds (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute) n_surrogates (ALACARTDecisionTree attribute) n_trans (FrequentItemSets attribute) n_updates (LogisticRegression attribute) n_x_interact (LogisticRegression attribute)

P

pls_regression() (in module imsl.regression) pred_n_values (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute)

pred_type (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute) predict() (ALACARTDecisionTree method) (C45DecisionTree method) (CHAIDDecisionTree method) (LogisticRegression method) (QUESTDecisionTree method)

Q

QUESTDecisionTree (class in imsl.data_mining)

R

ref_class (LogisticRegression attribute) response_name (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute) response_type (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute)

ResponseFormatAll (class in imsl.regression) ResponseFormatID (class in imsl.regression) ResponseFormatRef (class in imsl.regression)

S

solve() (LU method) sparse_lp() (in module imsl.optimize)

stderrs (LogisticRegression attribute) support (AssociationRule attribute) (FrequentItemSets attribute)

T

train() (ALACARTDecisionTree method) (C45DecisionTree method) (CHAIDDecisionTree method) (QUESTDecisionTree method)

U

union() (FrequentItemSets method)

update() (FrequentItemSets method)

V

var_names (ALACARTDecisionTree attribute) (C45DecisionTree attribute) (CHAIDDecisionTree attribute) (QUESTDecisionTree attribute)

X

x_components (AssociationRule attribute)

Y

y_components (AssociationRule attribute)