程序包 org.apache.flink.ml.clustering.kmeans

类 KMeansModel

java.lang.Object

org.apache.flink.ml.clustering.kmeans.KMeansModel

所有已实现的接口:

Serializable, org.apache.flink.ml.api.AlgoOperator<KMeansModel>, org.apache.flink.ml.api.Model<KMeansModel>, org.apache.flink.ml.api.Stage<KMeansModel>, org.apache.flink.ml.api.Transformer<KMeansModel>, KMeansModelParams<KMeansModel>, org.apache.flink.ml.common.param.HasDistanceMeasure<KMeansModel>, org.apache.flink.ml.common.param.HasFeaturesCol<KMeansModel>, org.apache.flink.ml.common.param.HasPredictionCol<KMeansModel>, org.apache.flink.ml.param.WithParams<KMeansModel>

public class KMeansModel
extends Object
implements org.apache.flink.ml.api.Model<KMeansModel>, KMeansModelParams<KMeansModel>

A Model which clusters data into k clusters using the model data computed by KMeans.

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.HasDistanceMeasure

DISTANCE_MEASURE

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.clustering.kmeans.KMeansModelParams

K

构造器概要

构造器

构造器	说明
KMeansModel()

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 KMeansModel	load(org.apache.flink.table.api.bridge.java.StreamTableEnvironment tEnv, String path)
void	save(String path)
KMeansModel	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.HasDistanceMeasure

getDistanceMeasure, setDistanceMeasure

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.clustering.kmeans.KMeansModelParams

getK, setK

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

get, getParam, set

构造器详细资料

KMeansModel

public KMeansModel()

方法详细资料

setModelData

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

指定者:

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

getModelData

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

指定者:

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

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<KMeansModel>

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<KMeansModel>

save

public void save(String path)
          throws IOException

指定者:

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

抛出:

IOException

load

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

抛出:

IOException