Uses of Package
org.apache.ignite.ml.preprocessing

Packages that use org.apache.ignite.ml.preprocessing

Package	Description
org.apache.ignite.ml.clustering.gmm	Contains Gauss Mixture Model clustering algorithm (see GmmModel).
org.apache.ignite.ml.clustering.kmeans	Contains kMeans clustering algorithm.
org.apache.ignite.ml.composition.bagging	Contains bootstrap aggregation (bagging) trainer allowing to combine some other trainers and return a bagged version of them.
org.apache.ignite.ml.composition.boosting	Contains Gradient Boosting regression and classification abstract classes allowing regressor type selecting in child classes.
org.apache.ignite.ml.composition.boosting.convergence	Package contains implementation of convergency checking algorithms for gradient boosting.
org.apache.ignite.ml.composition.boosting.convergence.mean	Contains implementation of convergence checking computer by mean of absolute value of errors in dataset.
org.apache.ignite.ml.composition.boosting.convergence.median	Contains implementation of convergence checking computer by median of medians of errors in dataset.
org.apache.ignite.ml.composition.boosting.convergence.simple	Contains implementation of Stub for convergence checking.
org.apache.ignite.ml.composition.combinators.parallel	Contains parallel combinators of trainers and models.
org.apache.ignite.ml.composition.combinators.sequential	Contains sequential combinators of trainers and models.
org.apache.ignite.ml.composition.stacking	Contains classes used for training with stacking technique.
org.apache.ignite.ml.dataset	Base package for machine learning dataset classes.
org.apache.ignite.ml.dataset.feature.extractor	Package for upstream object vectorizations.
org.apache.ignite.ml.dataset.feature.extractor.impl	Package contains default implementations of Vectorizer.
org.apache.ignite.ml.dataset.impl.bootstrapping	Base package for bootstrapped implementation of machine learning dataset.
org.apache.ignite.ml.dataset.primitive	Package that contains basic primitives build on top of Dataset.
org.apache.ignite.ml.dataset.primitive.builder.data	Contains partition data builders.
org.apache.ignite.ml.knn	Contains main APIs for kNN algorithms.
org.apache.ignite.ml.knn.ann	Contains main APIs for ANN classification algorithms.
org.apache.ignite.ml.knn.utils	Contains util functionality for kNN algorithms.
org.apache.ignite.ml.multiclass	Contains various multi-classifier models and trainers.
org.apache.ignite.ml.naivebayes.discrete	Contains Bernoulli naive Bayes classifier.
org.apache.ignite.ml.naivebayes.gaussian	Contains Gaussian naive Bayes classifier.
org.apache.ignite.ml.nn	Contains neural networks and related classes.
org.apache.ignite.ml.pipeline	Contains Pipeline API.
org.apache.ignite.ml.preprocessing	Base package for machine learning preprocessing classes.
org.apache.ignite.ml.preprocessing.binarization	Contains binarization preprocessor.
org.apache.ignite.ml.preprocessing.developer	Contains Developer API preprocessors.
org.apache.ignite.ml.preprocessing.encoding	Contains encoding preprocessors.
org.apache.ignite.ml.preprocessing.encoding.onehotencoder	Contains one hot encoding preprocessor.
org.apache.ignite.ml.preprocessing.encoding.stringencoder	Contains string encoding preprocessor.
org.apache.ignite.ml.preprocessing.imputing	Contains Imputer preprocessor.
org.apache.ignite.ml.preprocessing.maxabsscaling	Contains Max Abs Scaler preprocessor.
org.apache.ignite.ml.preprocessing.minmaxscaling	Contains Min Max Scaler preprocessor.
org.apache.ignite.ml.preprocessing.normalization	Contains Normalizer preprocessor.
org.apache.ignite.ml.preprocessing.standardscaling	Contains Standard scaler preprocessor.
org.apache.ignite.ml.regressions.linear	Contains various linear regressions.
org.apache.ignite.ml.regressions.logistic	Contains various logistic regressions.
org.apache.ignite.ml.selection.cv	Root package for cross-validation algorithms.
org.apache.ignite.ml.selection.scoring.cursor	Util classes used for score calculation.
org.apache.ignite.ml.selection.scoring.evaluator	Package for model evaluator classes.
org.apache.ignite.ml.structures.partition	Contains internal APIs for dataset partitioned labeled datasets.
org.apache.ignite.ml.svm	Contains main APIs for SVM(support vector machines) algorithms.
org.apache.ignite.ml.trainers	Contains model trainers.
org.apache.ignite.ml.tree	Root package for decision trees.
org.apache.ignite.ml.tree.boosting	Contains implementation of gradient boosting on trees.
org.apache.ignite.ml.tree.data	Contains data and data builder required for decision tree trainers built on top of partition based dataset.
org.apache.ignite.ml.tree.randomforest	Contains random forest implementation classes.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.clustering.gmm

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.clustering.kmeans

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.composition.bagging

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.composition.boosting

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.composition.boosting.convergence

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.composition.boosting.convergence.mean

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.composition.boosting.convergence.median

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.composition.boosting.convergence.simple

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.composition.combinators.parallel

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.composition.combinators.sequential

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.composition.stacking

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.dataset

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.dataset.feature.extractor

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.dataset.feature.extractor.impl

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.dataset.impl.bootstrapping

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.dataset.primitive

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.dataset.primitive.builder.data

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.knn

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.knn.ann

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.knn.utils

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.multiclass

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.naivebayes.discrete

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.naivebayes.gaussian

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.nn

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.pipeline

Class and Description
PreprocessingTrainer Trainer for preprocessor.
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.binarization

Class and Description
PreprocessingTrainer Trainer for preprocessor.
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.developer

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.encoding

Class and Description
PreprocessingTrainer Trainer for preprocessor.
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.encoding.onehotencoder

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.encoding.stringencoder

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.imputing

Class and Description
PreprocessingTrainer Trainer for preprocessor.
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.maxabsscaling

Class and Description
PreprocessingTrainer Trainer for preprocessor.
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.minmaxscaling

Class and Description
PreprocessingTrainer Trainer for preprocessor.
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.normalization

Class and Description
PreprocessingTrainer Trainer for preprocessor.
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.standardscaling

Class and Description
PreprocessingTrainer Trainer for preprocessor.
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.regressions.linear

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.regressions.logistic

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.selection.cv

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.selection.scoring.cursor

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.selection.scoring.evaluator

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.structures.partition

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.svm

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.trainers

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.tree

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.tree.boosting

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.tree.data

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.

Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.tree.randomforest

Class and Description
Preprocessor Basic interface in Preprocessor Hierarchy.