# 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 convergence 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 combiners (ensembles) 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.compound | Contains Compound naive Bayes classifier.
  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.frequency | Contains frequency encoding preprocessor.
  org.apache.ignite.ml.preprocessing.encoding.label | Contains label encoding preprocessor.
  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.encoding.target | Contains frequency encoding preprocessor.
  org.apache.ignite.ml.preprocessing.finalization | Contains vector finalization 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.compound
  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.frequency
  Class and Description
  Preprocessor Basic interface in Preprocessor Hierarchy.

- Classes in org.apache.ignite.ml.preprocessing used by org.apache.ignite.ml.preprocessing.encoding.label
  Class and Description
  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.encoding.target
  Class and Description
  Preprocessor Basic interface in Preprocessor Hierarchy.

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

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Release Date | : April 20 2022