org.apache.flink.ml.api.core

Interface Model<M extends Model<M>>

Type Parameters:

M - The class type of the Model implementation itself, used by WithParams

All Superinterfaces:

Transformer<M>

All Known Implementing Classes:

ModelBase, Pipeline

@PublicEvolving
public interface Model<M extends Model<M>>
extends Transformer<M>

A model is an ordinary Transformer except how it is created. While ordinary transformers are defined by specifying the parameters directly, a model is usually generated by an Estimator when Estimator.fit(org.apache.flink.table.api.TableEnvironment, Table) is invoked.

We separate Model from Transformer in order to support potential model specific logic such as linking a Model to the Estimator from which the model was generated.

Method Summary

Modifier and Type	Method and Description
default void	loadJson(String json)
default String	toJson()

Methods inherited from interface org.apache.flink.ml.api.core.Transformer

transform

Methods inherited from interface org.apache.flink.ml.api.misc.param.WithParams

get, getParams, set

Method Detail

toJson

default String toJson()

loadJson

default void loadJson(String json)