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

类 LinearSVC

java.lang.Object

org.apache.flink.ml.classification.linearsvc.LinearSVC

所有已实现的接口:

Serializable, org.apache.flink.ml.api.Estimator<LinearSVC,LinearSVCModel>, org.apache.flink.ml.api.Stage<LinearSVC>, LinearSVCModelParams<LinearSVC>, LinearSVCParams<LinearSVC>, org.apache.flink.ml.common.param.HasElasticNet<LinearSVC>, org.apache.flink.ml.common.param.HasFeaturesCol<LinearSVC>, org.apache.flink.ml.common.param.HasGlobalBatchSize<LinearSVC>, org.apache.flink.ml.common.param.HasLabelCol<LinearSVC>, org.apache.flink.ml.common.param.HasLearningRate<LinearSVC>, org.apache.flink.ml.common.param.HasMaxIter<LinearSVC>, org.apache.flink.ml.common.param.HasPredictionCol<LinearSVC>, org.apache.flink.ml.common.param.HasRawPredictionCol<LinearSVC>, org.apache.flink.ml.common.param.HasReg<LinearSVC>, org.apache.flink.ml.common.param.HasTol<LinearSVC>, org.apache.flink.ml.common.param.HasWeightCol<LinearSVC>, org.apache.flink.ml.param.WithParams<LinearSVC>

public class LinearSVC
extends Object
implements org.apache.flink.ml.api.Estimator<LinearSVC,LinearSVCModel>, LinearSVCParams<LinearSVC>

An Estimator which implements the linear support vector classification.

See https://en.wikipedia.org/wiki/Support-vector_machine#Linear_SVM.

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.HasElasticNet

ELASTIC_NET

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.HasGlobalBatchSize

GLOBAL_BATCH_SIZE

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

LABEL_COL

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

LEARNING_RATE

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

MAX_ITER

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

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

REG

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

TOL

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

WEIGHT_COL

从接口继承的字段 org.apache.flink.ml.classification.linearsvc.LinearSVCModelParams

THRESHOLD

构造器概要

构造器

构造器	说明
LinearSVC()

方法概要

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

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.HasElasticNet

getElasticNet, setElasticNet

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.HasGlobalBatchSize

getGlobalBatchSize, setGlobalBatchSize

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

getLabelCol, setLabelCol

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

getLearningRate, setLearningRate

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

getMaxIter, setMaxIter

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.common.param.HasReg

getReg, setReg

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

getTol, setTol

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

getWeightCol, setWeightCol

从接口继承的方法 org.apache.flink.ml.classification.linearsvc.LinearSVCModelParams

getThreshold, setThreshold

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

get, getParam, set

构造器详细资料

LinearSVC

public LinearSVC()

方法详细资料

fit

public LinearSVCModel fit(org.apache.flink.table.api.Table... inputs)

指定者:

fit 在接口中 org.apache.flink.ml.api.Estimator<LinearSVC,LinearSVCModel>

save

public void save(String path)
          throws IOException

指定者:

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

抛出:

IOException

load

public static LinearSVC 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<LinearSVC>