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

Packages that use SingleLabelDatasetTrainer

Package	Description
org.apache.ignite.ml.clustering.kmeans	Contains kMeans clustering algorithm.
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.regressions.linear	Contains various linear regressions.
org.apache.ignite.ml.regressions.logistic.binomial	Contains binomial logistic regression.
org.apache.ignite.ml.regressions.logistic.multiclass	Contains multi-class logistic regression.
org.apache.ignite.ml.svm	Contains main APIs for SVM(support vector machines) algorithms.

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.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 algorithm trainer to solve multi-class classification task.

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 algorithm trainer to solve regression task.

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.binomial

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

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

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

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

Modifier and Type	Class and Description
class	LogRegressionMultiClassTrainer<P extends Serializable> All common parameters are shared with bunch of binary classification trainers.

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	SVMLinearBinaryClassificationTrainer 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.
class	SVMLinearMultiClassClassificationTrainer Base class for a soft-margin SVM linear multiclass-classification trainer based on the communication-efficient distributed dual coordinate ascent algorithm (CoCoA) with hinge-loss function.