程序包 org.apache.flink.ml.regression.linearregression

类 LinearRegressionModel

java.lang.Object

org.apache.flink.ml.regression.linearregression.LinearRegressionModel

所有已实现的接口:

Serializable, org.apache.flink.ml.api.AlgoOperator<LinearRegressionModel>, org.apache.flink.ml.api.Model<LinearRegressionModel>, org.apache.flink.ml.api.Stage<LinearRegressionModel>, org.apache.flink.ml.api.Transformer<LinearRegressionModel>, org.apache.flink.ml.common.param.HasFeaturesCol<LinearRegressionModel>, org.apache.flink.ml.common.param.HasPredictionCol<LinearRegressionModel>, org.apache.flink.ml.param.WithParams<LinearRegressionModel>, LinearRegressionModelParams<LinearRegressionModel>

public class LinearRegressionModel
extends Object
implements org.apache.flink.ml.api.Model<LinearRegressionModel>, LinearRegressionModelParams<LinearRegressionModel>

A Model which predicts data using the model data computed by LinearRegression.

另请参阅:

序列化表格

字段概要

从接口继承的字段 org.apache.flink.ml.common.param.HasFeaturesCol

FEATURES_COL

从接口继承的字段 org.apache.flink.ml.common.param.HasPredictionCol

PREDICTION_COL

构造器概要

构造器

构造器	说明
LinearRegressionModel()

方法概要

修饰符和类型	方法	说明
org.apache.flink.table.api.Table[]	getModelData()
Map<org.apache.flink.ml.param.Param<?>,Object>	getParamMap()
static LinearRegressionModel	load(org.apache.flink.table.api.bridge.java.StreamTableEnvironment tEnv, String path)
void	save(String path)
LinearRegressionModel	setModelData(org.apache.flink.table.api.Table... inputs)
org.apache.flink.table.api.Table[]	transform(org.apache.flink.table.api.Table... inputs)

从类继承的方法 java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

从接口继承的方法 org.apache.flink.ml.common.param.HasFeaturesCol

getFeaturesCol, setFeaturesCol

从接口继承的方法 org.apache.flink.ml.common.param.HasPredictionCol

getPredictionCol, setPredictionCol

从接口继承的方法 org.apache.flink.ml.param.WithParams

get, getParam, set

构造器详细资料

LinearRegressionModel

public LinearRegressionModel()

方法详细资料

transform

public org.apache.flink.table.api.Table[] transform(org.apache.flink.table.api.Table... inputs)

指定者:

transform 在接口中 org.apache.flink.ml.api.AlgoOperator<LinearRegressionModel>

setModelData

public LinearRegressionModel setModelData(org.apache.flink.table.api.Table... inputs)

指定者:

setModelData 在接口中 org.apache.flink.ml.api.Model<LinearRegressionModel>

getModelData

public org.apache.flink.table.api.Table[] getModelData()

指定者:

getModelData 在接口中 org.apache.flink.ml.api.Model<LinearRegressionModel>

save

public void save(String path)
          throws IOException

指定者:

save 在接口中 org.apache.flink.ml.api.Stage<LinearRegressionModel>

抛出:

IOException

load

public static LinearRegressionModel load(org.apache.flink.table.api.bridge.java.StreamTableEnvironment tEnv,
                                         String path)
                                  throws IOException

抛出:

IOException

getParamMap

public Map<org.apache.flink.ml.param.Param<?>,Object> getParamMap()

指定者:

getParamMap 在接口中 org.apache.flink.ml.param.WithParams<LinearRegressionModel>