org.apache.ignite.ml.inference

Interface Model<I,O>

Type Parameters:

I - Type of model input.

O - Type of model output.

All Superinterfaces:

AutoCloseable

All Known Subinterfaces:

ClusterizationModel<P,V>, DecisionTreeNode, IgniteModel<T,V>, SmoothParametrized<M>

All Known Implementing Classes:

AdaptableDatasetModel, ANNClassificationModel, BaggedModel, DecisionTreeConditionalNode, DecisionTreeLeafNode, DiscreteNaiveBayesModel, GaussianNaiveBayesModel, GDBTrainer.GDBModel, GmmModel, KMeansModel, KNNClassificationModel, KNNModel, KNNRegressionModel, LinearRegressionModel, LogisticRegressionModel, MLeapModel, ModelOnFeaturesSubspace, ModelsComposition, ModelsParallelComposition, ModelsSequentialComposition, MultiClassModel, MultilayerPerceptron, NNClassificationModel, PipelineMdl, RecommendationModel, StackedModel, SVMLinearClassificationModel, TreeNode, TreeRoot, XGModelComposition

public interface Model<I,O>
extends AutoCloseable

Inference model that can be used to make predictions.

Method Summary

Modifier and Type	Method and Description
void	close()
O	predict(I input) Make a prediction for the specified input arguments.

Method Detail

predict

O predict(I input)

Make a prediction for the specified input arguments.

Parameters:

input - Input arguments.

Returns:

Prediction result.

close

void close()

Specified by:

close in interface AutoCloseable