Index

C

Categorical_encoder (class in mlbox.encoding) Classifier (class in mlbox.model.classification)

clean() (mlbox.preprocessing.Reader method) Clf_feature_selector (class in mlbox.model.classification)

D

Drift_thresholder (class in mlbox.preprocessing)

drifts() (mlbox.preprocessing.Drift_thresholder method)

E

evaluate() (mlbox.optimisation.Optimiser method)

F

feature_importances() (mlbox.model.classification.Classifier method) (mlbox.model.regression.Regressor method) fit() (mlbox.encoding.Categorical_encoder method) (mlbox.encoding.NA_encoder method) (mlbox.model.classification.Classifier method) (mlbox.model.classification.Clf_feature_selector method) (mlbox.model.classification.StackingClassifier method) (mlbox.model.regression.Reg_feature_selector method) (mlbox.model.regression.Regressor method) (mlbox.model.regression.StackingRegressor method)

fit_predict() (mlbox.prediction.Predictor method) fit_transform() (mlbox.encoding.Categorical_encoder method) (mlbox.encoding.NA_encoder method) (mlbox.model.classification.Clf_feature_selector method) (mlbox.model.classification.StackingClassifier method) (mlbox.model.regression.Reg_feature_selector method) (mlbox.model.regression.StackingRegressor method) (mlbox.preprocessing.Drift_thresholder method)

G

get_estimator() (mlbox.model.classification.Classifier method) (mlbox.model.regression.Regressor method) get_params() (mlbox.encoding.Categorical_encoder method) (mlbox.encoding.NA_encoder method) (mlbox.model.classification.Classifier method) (mlbox.model.regression.Regressor method) (mlbox.model.regression.StackingRegressor method)

N

NA_encoder (class in mlbox.encoding)

O

optimise() (mlbox.optimisation.Optimiser method)

Optimiser (class in mlbox.optimisation)

P

predict() (mlbox.model.classification.Classifier method) (mlbox.model.classification.StackingClassifier method) (mlbox.model.regression.Regressor method) (mlbox.model.regression.StackingRegressor method)

predict_log_proba() (mlbox.model.classification.Classifier method) predict_proba() (mlbox.model.classification.Classifier method) (mlbox.model.classification.StackingClassifier method) Predictor (class in mlbox.prediction)

R

Reader (class in mlbox.preprocessing)

Reg_feature_selector (class in mlbox.model.regression) Regressor (class in mlbox.model.regression)

S

score() (mlbox.model.classification.Classifier method) (mlbox.model.regression.Regressor method) set_params() (mlbox.encoding.Categorical_encoder method) (mlbox.encoding.NA_encoder method) (mlbox.model.classification.Classifier method) (mlbox.model.regression.Regressor method) (mlbox.model.regression.StackingRegressor method)

StackingClassifier (class in mlbox.model.classification) StackingRegressor (class in mlbox.model.regression)

T

train_test_split() (mlbox.preprocessing.Reader method) transform() (mlbox.encoding.Categorical_encoder method) (mlbox.encoding.NA_encoder method) (mlbox.model.classification.Clf_feature_selector method) (mlbox.model.classification.StackingClassifier method) (mlbox.model.regression.Reg_feature_selector method) (mlbox.model.regression.Regressor method) (mlbox.model.regression.StackingRegressor method)