Uses of Interface
org.apache.ignite.ml.Exportable

Packages that use Exportable

Package	Description
org.apache.ignite.ml.clustering.kmeans	Contains kMeans clustering algorithm.
org.apache.ignite.ml.composition	Contains classes for ensemble of models implementation.
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.knn	Contains main APIs for kNN algorithms.
org.apache.ignite.ml.knn.ann	Contains main APIs for ANN classification 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.

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

Classes in org.apache.ignite.ml.clustering.kmeans that implement Exportable

Modifier and Type	Class and Description
class	KMeansModel This class encapsulates result of clusterization by KMeans algorithm.

Uses of Exportable in org.apache.ignite.ml.composition

Classes in org.apache.ignite.ml.composition that implement Exportable

Modifier and Type	Class and Description
class	ModelsComposition Model consisting of several models and prediction aggregation strategy.

Uses of Exportable in org.apache.ignite.ml.composition.boosting

Classes in org.apache.ignite.ml.composition.boosting that implement Exportable

Modifier and Type	Class and Description
static class	GDBTrainer.GDBModel GDB model.

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

Classes in org.apache.ignite.ml.knn that implement Exportable

Modifier and Type	Class and Description
class	NNClassificationModel Common methods and fields for all kNN and aNN models to predict label based on neighbours' labels.

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

Classes in org.apache.ignite.ml.knn.ann that implement Exportable

Modifier and Type	Class and Description
class	ANNClassificationModel ANN model to predict labels in multi-class classification task.

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

Classes in org.apache.ignite.ml.multiclass that implement Exportable

Modifier and Type	Class and Description
class	MultiClassModel<M extends IgniteModel<Vector,Double>> Base class for multi-classification model for set of classifiers.

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

Classes in org.apache.ignite.ml.naivebayes.discrete that implement Exportable

Modifier and Type	Class and Description
class	DiscreteNaiveBayesModel Discrete naive Bayes model which predicts result value y belongs to a class C_k, k in [0..K] as {@code p(C_k,y) =x_1*p_k1^x *...

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

Classes in org.apache.ignite.ml.naivebayes.gaussian that implement Exportable

Modifier and Type	Class and Description
class	GaussianNaiveBayesModel Simple naive Bayes model which predicts result value y belongs to a class C_k, k in [0..K] as {@code p(C_k,y) = p(C_k)*p(y_1,C_k) *...

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

Classes in org.apache.ignite.ml.regressions.linear that implement Exportable

Modifier and Type	Class and Description
class	LinearRegressionModel Simple linear regression model which predicts result value Y as a linear combination of input variables: Y = weights * X + intercept.

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

Classes in org.apache.ignite.ml.regressions.logistic that implement Exportable

Modifier and Type	Class and Description
class	LogisticRegressionModel Logistic regression (logit model) is a generalized linear model used for binomial regression.

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

Classes in org.apache.ignite.ml.svm that implement Exportable

Modifier and Type	Class and Description
class	SVMLinearClassificationModel Base class for SVM linear classification model.