程序包 org.apache.flink.ml.classification.logisticregression

类 LogisticRegressionModel

java.lang.Object

org.apache.flink.ml.classification.logisticregression.LogisticRegressionModel

所有已实现的接口:

Serializable, org.apache.flink.ml.api.AlgoOperator<LogisticRegressionModel>, org.apache.flink.ml.api.Model<LogisticRegressionModel>, org.apache.flink.ml.api.Stage<LogisticRegressionModel>, org.apache.flink.ml.api.Transformer<LogisticRegressionModel>, org.apache.flink.ml.classification.logisticregression.LogisticRegressionModelParams<LogisticRegressionModel>, org.apache.flink.ml.common.param.HasFeaturesCol<LogisticRegressionModel>, org.apache.flink.ml.common.param.HasPredictionCol<LogisticRegressionModel>, org.apache.flink.ml.common.param.HasRawPredictionCol<LogisticRegressionModel>, org.apache.flink.ml.param.WithParams<LogisticRegressionModel>

public class LogisticRegressionModel
extends Object
implements org.apache.flink.ml.api.Model<LogisticRegressionModel>, org.apache.flink.ml.classification.logisticregression.LogisticRegressionModelParams<LogisticRegressionModel>

A Model which classifies data using the model data computed by LogisticRegression.

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

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

RAW_PREDICTION_COL

构造器概要

构造器

构造器	说明
LogisticRegressionModel()

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 LogisticRegressionModel	load(org.apache.flink.table.api.bridge.java.StreamTableEnvironment tEnv, String path)
static org.apache.flink.ml.classification.logisticregression.LogisticRegressionModelServable	loadServable(String path)
void	save(String path)
LogisticRegressionModel	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.common.param.HasRawPredictionCol

getRawPredictionCol, setRawPredictionCol

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

get, getParam, set

构造器详细资料

LogisticRegressionModel

public LogisticRegressionModel()

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<LogisticRegressionModel>

setModelData

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

指定者:

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

getModelData

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

指定者:

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

save

public void save(String path)
          throws IOException

指定者:

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

抛出:

IOException

load

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

抛出:

IOException

loadServable

public static org.apache.flink.ml.classification.logisticregression.LogisticRegressionModelServable loadServable(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<LogisticRegressionModel>