Index

_

__call__() (sklearn_pmml_model.datatypes.Category method) __contains__() (sklearn_pmml_model.datatypes.Category method) (sklearn_pmml_model.datatypes.Interval method) __eq__() (sklearn_pmml_model.datatypes.Category method) __version__ (in module sklearn_pmml_model) _get_coefficients() (in module sklearn_pmml_model.linear_model.base) (in module sklearn_pmml_model.linear_model.implementations) _get_intercept() (in module sklearn_pmml_model.linear_model.base) _get_param_names() (sklearn_pmml_model.base.PMMLBaseEstimator class method) _get_target_values() (sklearn_pmml_model.naive_bayes.implementations.PMMLGaussianNB method) (sklearn_pmml_model.naive_bayes.PMMLGaussianNB method) _more_tags() (sklearn_pmml_model.ensemble.forest.PMMLForestClassifier method) (sklearn_pmml_model.ensemble.forest.PMMLForestRegressor method) (sklearn_pmml_model.ensemble.gb.PMMLGradientBoostingClassifier method) (sklearn_pmml_model.ensemble.gb.PMMLGradientBoostingRegressor method) (sklearn_pmml_model.ensemble.PMMLForestClassifier method) (sklearn_pmml_model.ensemble.PMMLForestRegressor method) (sklearn_pmml_model.ensemble.PMMLGradientBoostingClassifier method) (sklearn_pmml_model.ensemble.PMMLGradientBoostingRegressor method) (sklearn_pmml_model.linear_model.implementations.PMMLElasticNet method) (sklearn_pmml_model.linear_model.implementations.PMMLLasso method) (sklearn_pmml_model.linear_model.implementations.PMMLLinearRegression method) (sklearn_pmml_model.linear_model.implementations.PMMLLogisticRegression method) (sklearn_pmml_model.linear_model.implementations.PMMLRidge method) (sklearn_pmml_model.linear_model.implementations.PMMLRidgeClassifier method) (sklearn_pmml_model.linear_model.PMMLElasticNet method) (sklearn_pmml_model.linear_model.PMMLLasso method) (sklearn_pmml_model.linear_model.PMMLLinearRegression method) (sklearn_pmml_model.linear_model.PMMLLogisticRegression method) (sklearn_pmml_model.linear_model.PMMLRidge method) (sklearn_pmml_model.linear_model.PMMLRidgeClassifier method) (sklearn_pmml_model.naive_bayes.implementations.PMMLGaussianNB method) (sklearn_pmml_model.naive_bayes.PMMLGaussianNB method) (sklearn_pmml_model.neighbors._classes.PMMLKNeighborsClassifier method) (sklearn_pmml_model.neighbors._classes.PMMLKNeighborsRegressor method) (sklearn_pmml_model.neighbors.PMMLKNeighborsClassifier method) (sklearn_pmml_model.neighbors.PMMLKNeighborsRegressor method) (sklearn_pmml_model.neural_network._classes.PMMLMLPClassifier method) (sklearn_pmml_model.neural_network._classes.PMMLMLPRegressor method) (sklearn_pmml_model.neural_network.PMMLMLPClassifier method) (sklearn_pmml_model.neural_network.PMMLMLPRegressor method) (sklearn_pmml_model.svm._classes.PMMLLinearSVC method) (sklearn_pmml_model.svm._classes.PMMLLinearSVR method) (sklearn_pmml_model.svm._classes.PMMLNuSVC method) (sklearn_pmml_model.svm._classes.PMMLNuSVR method) (sklearn_pmml_model.svm._classes.PMMLSVC method) (sklearn_pmml_model.svm._classes.PMMLSVR method) (sklearn_pmml_model.svm.PMMLLinearSVC method) (sklearn_pmml_model.svm.PMMLLinearSVR method) (sklearn_pmml_model.svm.PMMLNuSVC method) (sklearn_pmml_model.svm.PMMLNuSVR method) (sklearn_pmml_model.svm.PMMLSVC method) (sklearn_pmml_model.svm.PMMLSVR method) (sklearn_pmml_model.tree.PMMLTreeClassifier method) (sklearn_pmml_model.tree.PMMLTreeRegressor method) (sklearn_pmml_model.tree.tree.PMMLTreeClassifier method) (sklearn_pmml_model.tree.tree.PMMLTreeRegressor method)

_prepare_data() (sklearn_pmml_model.base.IntegerEncodingMixin method) (sklearn_pmml_model.base.OneHotEncodingMixin method) (sklearn_pmml_model.base.PMMLBaseEstimator method) (sklearn_pmml_model.svm._classes.PMMLNuSVC method) (sklearn_pmml_model.svm._classes.PMMLNuSVR method) (sklearn_pmml_model.svm._classes.PMMLSVC method) (sklearn_pmml_model.svm._classes.PMMLSVR method) (sklearn_pmml_model.svm.PMMLNuSVC method) (sklearn_pmml_model.svm.PMMLNuSVR method) (sklearn_pmml_model.svm.PMMLSVC method) (sklearn_pmml_model.svm.PMMLSVR method) _raw_predict() (sklearn_pmml_model.ensemble.gb.PMMLGradientBoostingClassifier method) (sklearn_pmml_model.ensemble.gb.PMMLGradientBoostingRegressor method) (sklearn_pmml_model.ensemble.PMMLGradientBoostingClassifier method) (sklearn_pmml_model.ensemble.PMMLGradientBoostingRegressor method)

A

array_regex (in module sklearn_pmml_model.base) auto_detect_classifier() (in module sklearn_pmml_model.auto_detect) (in module sklearn_pmml_model.auto_detect.base)

auto_detect_estimator() (in module sklearn_pmml_model.auto_detect) (in module sklearn_pmml_model.auto_detect.base) auto_detect_regressor() (in module sklearn_pmml_model.auto_detect) (in module sklearn_pmml_model.auto_detect.base)

C

Category (class in sklearn_pmml_model.datatypes) clone() (in module sklearn_pmml_model.tree) (in module sklearn_pmml_model.tree.tree)

construct_tree() (in module sklearn_pmml_model.tree.tree)

D

decision_function() (sklearn_pmml_model.svm._classes.PMMLNuSVC method) (sklearn_pmml_model.svm._classes.PMMLSVC method) (sklearn_pmml_model.svm.PMMLNuSVC method) (sklearn_pmml_model.svm.PMMLSVC method)

detect_classifier() (in module sklearn_pmml_model.auto_detect.base) detect_regressor() (in module sklearn_pmml_model.auto_detect.base)

F

field_mapping() (sklearn_pmml_model.base.PMMLBaseEstimator method) fields() (sklearn_pmml_model.base.PMMLBaseEstimator method) findall() (in module sklearn_pmml_model.base) fit() (sklearn_pmml_model.base.PMMLBaseEstimator method) (sklearn_pmml_model.ensemble.forest.PMMLForestClassifier method) (sklearn_pmml_model.ensemble.forest.PMMLForestRegressor method) (sklearn_pmml_model.ensemble.gb.PMMLGradientBoostingClassifier method) (sklearn_pmml_model.ensemble.gb.PMMLGradientBoostingRegressor method) (sklearn_pmml_model.ensemble.PMMLForestClassifier method) (sklearn_pmml_model.ensemble.PMMLForestRegressor method) (sklearn_pmml_model.ensemble.PMMLGradientBoostingClassifier method) (sklearn_pmml_model.ensemble.PMMLGradientBoostingRegressor method) (sklearn_pmml_model.linear_model.implementations.PMMLElasticNet method) (sklearn_pmml_model.linear_model.implementations.PMMLLasso method) (sklearn_pmml_model.linear_model.implementations.PMMLLinearRegression method) (sklearn_pmml_model.linear_model.implementations.PMMLLogisticRegression method) (sklearn_pmml_model.linear_model.implementations.PMMLRidge method) (sklearn_pmml_model.linear_model.implementations.PMMLRidgeClassifier method) (sklearn_pmml_model.linear_model.PMMLElasticNet method) (sklearn_pmml_model.linear_model.PMMLLasso method) (sklearn_pmml_model.linear_model.PMMLLinearRegression method) (sklearn_pmml_model.linear_model.PMMLLogisticRegression method) (sklearn_pmml_model.linear_model.PMMLRidge method) (sklearn_pmml_model.linear_model.PMMLRidgeClassifier method) (sklearn_pmml_model.naive_bayes.implementations.PMMLGaussianNB method) (sklearn_pmml_model.naive_bayes.PMMLGaussianNB method) (sklearn_pmml_model.neighbors._classes.PMMLKNeighborsClassifier method) (sklearn_pmml_model.neighbors._classes.PMMLKNeighborsRegressor method) (sklearn_pmml_model.neighbors.PMMLKNeighborsClassifier method) (sklearn_pmml_model.neighbors.PMMLKNeighborsRegressor method) (sklearn_pmml_model.neural_network._classes.PMMLMLPClassifier method) (sklearn_pmml_model.neural_network._classes.PMMLMLPRegressor method) (sklearn_pmml_model.neural_network.PMMLMLPClassifier method) (sklearn_pmml_model.neural_network.PMMLMLPRegressor method) (sklearn_pmml_model.svm._classes.PMMLLinearSVC method) (sklearn_pmml_model.svm._classes.PMMLLinearSVR method) (sklearn_pmml_model.svm._classes.PMMLNuSVC method) (sklearn_pmml_model.svm._classes.PMMLNuSVR method) (sklearn_pmml_model.svm._classes.PMMLSVC method) (sklearn_pmml_model.svm._classes.PMMLSVR method) (sklearn_pmml_model.svm.PMMLLinearSVC method) (sklearn_pmml_model.svm.PMMLLinearSVR method) (sklearn_pmml_model.svm.PMMLNuSVC method) (sklearn_pmml_model.svm.PMMLNuSVR method) (sklearn_pmml_model.svm.PMMLSVC method) (sklearn_pmml_model.svm.PMMLSVR method) (sklearn_pmml_model.tree.PMMLTreeClassifier method) (sklearn_pmml_model.tree.PMMLTreeRegressor method) (sklearn_pmml_model.tree.tree.PMMLTreeClassifier method) (sklearn_pmml_model.tree.tree.PMMLTreeRegressor method)

G

get_alt_svms() (in module sklearn_pmml_model.svm._base) get_coefficients() (in module sklearn_pmml_model.svm._base) get_overlapping_vectors() (in module sklearn_pmml_model.svm._base)

get_tree() (in module sklearn_pmml_model.tree) (in module sklearn_pmml_model.tree.tree) get_type() (in module sklearn_pmml_model.base) get_vectors() (in module sklearn_pmml_model.svm._base)

I

IntegerEncodingMixin (class in sklearn_pmml_model.base)

Interval (class in sklearn_pmml_model.datatypes)

M

module sklearn_pmml_model sklearn_pmml_model.auto_detect sklearn_pmml_model.auto_detect.base sklearn_pmml_model.base sklearn_pmml_model.datatypes sklearn_pmml_model.ensemble sklearn_pmml_model.ensemble.forest sklearn_pmml_model.ensemble.gb sklearn_pmml_model.linear_model sklearn_pmml_model.linear_model.base sklearn_pmml_model.linear_model.implementations sklearn_pmml_model.naive_bayes sklearn_pmml_model.naive_bayes.implementations sklearn_pmml_model.neighbors sklearn_pmml_model.neighbors._base sklearn_pmml_model.neighbors._classes sklearn_pmml_model.neural_network sklearn_pmml_model.neural_network._base sklearn_pmml_model.neural_network._classes sklearn_pmml_model.svm sklearn_pmml_model.svm._base sklearn_pmml_model.svm._classes sklearn_pmml_model.tree sklearn_pmml_model.tree.tree

O

OneHotEncodingMixin (class in sklearn_pmml_model.base)

P

parse_array() (in module sklearn_pmml_model.base) parse_sparse_array() (in module sklearn_pmml_model.base) PMMLBaseClassifier (class in sklearn_pmml_model.base) PMMLBaseEstimator (class in sklearn_pmml_model.base) PMMLBaseKNN (class in sklearn_pmml_model.neighbors._base) PMMLBaseNeuralNetwork (class in sklearn_pmml_model.neural_network._base) PMMLBaseRegressor (class in sklearn_pmml_model.base) PMMLBaseSVM (class in sklearn_pmml_model.svm._base) PMMLElasticNet (class in sklearn_pmml_model.linear_model) (class in sklearn_pmml_model.linear_model.implementations) PMMLForestClassifier (class in sklearn_pmml_model.ensemble) (class in sklearn_pmml_model.ensemble.forest) PMMLForestRegressor (class in sklearn_pmml_model.ensemble) (class in sklearn_pmml_model.ensemble.forest) PMMLGaussianNB (class in sklearn_pmml_model.naive_bayes) (class in sklearn_pmml_model.naive_bayes.implementations) PMMLGeneralizedLinearClassifier (class in sklearn_pmml_model.linear_model.base) PMMLGeneralizedLinearRegressor (class in sklearn_pmml_model.linear_model.base) PMMLGradientBoostingClassifier (class in sklearn_pmml_model.ensemble) (class in sklearn_pmml_model.ensemble.gb) PMMLGradientBoostingRegressor (class in sklearn_pmml_model.ensemble) (class in sklearn_pmml_model.ensemble.gb) PMMLKNeighborsClassifier (class in sklearn_pmml_model.neighbors) (class in sklearn_pmml_model.neighbors._classes) PMMLKNeighborsRegressor (class in sklearn_pmml_model.neighbors) (class in sklearn_pmml_model.neighbors._classes) PMMLLasso (class in sklearn_pmml_model.linear_model) (class in sklearn_pmml_model.linear_model.implementations) PMMLLinearRegression (class in sklearn_pmml_model.linear_model) (class in sklearn_pmml_model.linear_model.implementations)

PMMLLinearSVC (class in sklearn_pmml_model.svm) (class in sklearn_pmml_model.svm._classes) PMMLLinearSVR (class in sklearn_pmml_model.svm) (class in sklearn_pmml_model.svm._classes) PMMLLogisticRegression (class in sklearn_pmml_model.linear_model) (class in sklearn_pmml_model.linear_model.implementations) PMMLMLPClassifier (class in sklearn_pmml_model.neural_network) (class in sklearn_pmml_model.neural_network._classes) PMMLMLPRegressor (class in sklearn_pmml_model.neural_network) (class in sklearn_pmml_model.neural_network._classes) PMMLNuSVC (class in sklearn_pmml_model.svm) (class in sklearn_pmml_model.svm._classes) PMMLNuSVR (class in sklearn_pmml_model.svm) (class in sklearn_pmml_model.svm._classes) PMMLRidge (class in sklearn_pmml_model.linear_model) (class in sklearn_pmml_model.linear_model.implementations) PMMLRidgeClassifier (class in sklearn_pmml_model.linear_model) (class in sklearn_pmml_model.linear_model.implementations) PMMLSVC (class in sklearn_pmml_model.svm) (class in sklearn_pmml_model.svm._classes) PMMLSVR (class in sklearn_pmml_model.svm) (class in sklearn_pmml_model.svm._classes) PMMLTreeClassifier (class in sklearn_pmml_model.tree) (class in sklearn_pmml_model.tree.tree) PMMLTreeRegressor (class in sklearn_pmml_model.tree) (class in sklearn_pmml_model.tree.tree) predict() (sklearn_pmml_model.base.PMMLBaseEstimator method) predict_proba() (sklearn_pmml_model.base.PMMLBaseEstimator method)

S

sklearn_pmml_model module sklearn_pmml_model.auto_detect module sklearn_pmml_model.auto_detect.base module sklearn_pmml_model.base module sklearn_pmml_model.datatypes module sklearn_pmml_model.ensemble module sklearn_pmml_model.ensemble.forest module sklearn_pmml_model.ensemble.gb module sklearn_pmml_model.linear_model module sklearn_pmml_model.linear_model.base module sklearn_pmml_model.linear_model.implementations module sklearn_pmml_model.naive_bayes module

sklearn_pmml_model.naive_bayes.implementations module sklearn_pmml_model.neighbors module sklearn_pmml_model.neighbors._base module sklearn_pmml_model.neighbors._classes module sklearn_pmml_model.neural_network module sklearn_pmml_model.neural_network._base module sklearn_pmml_model.neural_network._classes module sklearn_pmml_model.svm module sklearn_pmml_model.svm._base module sklearn_pmml_model.svm._classes module sklearn_pmml_model.tree module sklearn_pmml_model.tree.tree module SPLIT_UNDEFINED (in module sklearn_pmml_model.tree.tree)

T

target_field() (sklearn_pmml_model.base.PMMLBaseEstimator method)

U

unflatten() (in module sklearn_pmml_model.tree.tree)