Uses of Class
org.apache.ignite.ml.trainers.SingleLabelDatasetTrainer

Packages that use SingleLabelDatasetTrainer

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.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.classification	Contains main APIs for kNN classification algorithms.
org.apache.ignite.ml.knn.regression	Contains helper classes for kNN regression 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.regressions.linear	Contains various linear regressions.
org.apache.ignite.ml.regressions.logistic	Contains various logistic regressions.
org.apache.ignite.ml.svm	Contains main APIs for SVM(support vector machines) algorithms.
org.apache.ignite.ml.tree	Root package for decision trees.
org.apache.ignite.ml.tree.randomforest	Contains random forest implementation classes.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.clustering.gmm

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.clustering.gmm

Modifier and Type	Class and Description
class	GmmTrainer Traner for GMM model.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.clustering.kmeans

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.clustering.kmeans

Modifier and Type	Class and Description
class	KMeansTrainer The trainer for KMeans algorithm.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.knn

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.knn

Modifier and Type	Class and Description
class	KNNTrainer<M extends KNNModel<Double>,Self extends KNNTrainer<M,Self>> KNN model trader that trains model on top of distribtued spatial indices.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.knn.ann

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.knn.ann

Modifier and Type	Class and Description
class	ANNClassificationTrainer ANN algorithm trainer to solve multi-class classification task.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.knn.classification

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.knn.classification

Modifier and Type	Class and Description
class	KNNClassificationTrainer KNN classification model trader that trains model on top of distribtued spatial indices.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.knn.regression

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.knn.regression

Modifier and Type	Class and Description
class	KNNRegressionTrainer KNN regression model trader that trains model on top of distribtued spatial indices.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.multiclass

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.multiclass

Modifier and Type	Class and Description
class	OneVsRestTrainer<M extends IgniteModel<Vector,Double>> This is a common heuristic trainer for multi-class labeled models.

Constructors in org.apache.ignite.ml.multiclass with parameters of type SingleLabelDatasetTrainer

Constructor and Description
OneVsRestTrainer(SingleLabelDatasetTrainer<M> classifier)

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.naivebayes.discrete

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.naivebayes.discrete

Modifier and Type	Class and Description
class	DiscreteNaiveBayesTrainer Trainer for the Discrete naive Bayes classification model.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.naivebayes.gaussian

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.naivebayes.gaussian

Modifier and Type	Class and Description
class	GaussianNaiveBayesTrainer Trainer for the naive Bayes classification model.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.regressions.linear

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.regressions.linear

Modifier and Type	Class and Description
class	LinearRegressionLSQRTrainer Trainer of the linear regression model based on LSQR algorithm.
class	LinearRegressionSGDTrainer<P extends Serializable> Trainer of the linear regression model based on stochastic gradient descent algorithm.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.regressions.logistic

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.regressions.logistic

Modifier and Type	Class and Description
class	LogisticRegressionSGDTrainer Trainer of the logistic regression model based on stochastic gradient descent algorithm.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.svm

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.svm

Modifier and Type	Class and Description
class	SVMLinearClassificationTrainer Base class for a soft-margin SVM linear classification trainer based on the communication-efficient distributed dual coordinate ascent algorithm (CoCoA) with hinge-loss function.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.tree

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.tree

Modifier and Type	Class and Description
class	DecisionTree<T extends ImpurityMeasure<T>> Distributed decision tree trainer that allows to fit trees using row-partitioned dataset.
class	DecisionTreeClassificationTrainer Decision tree classifier based on distributed decision tree trainer that allows to fit trees using row-partitioned dataset.
class	DecisionTreeRegressionTrainer Decision tree regressor based on distributed decision tree trainer that allows to fit trees using row-partitioned dataset.

Uses of SingleLabelDatasetTrainer in org.apache.ignite.ml.tree.randomforest

Subclasses of SingleLabelDatasetTrainer in org.apache.ignite.ml.tree.randomforest

Modifier and Type	Class and Description
class	RandomForestClassifierTrainer Classifier trainer based on RandomForest algorithm.
class	RandomForestRegressionTrainer Regression trainer based on RandomForest algorithm.
class	RandomForestTrainer<L,S extends ImpurityComputer<BootstrappedVector,S>,T extends RandomForestTrainer<L,S,T>> Class represents a realization of Random Forest algorithm.