org.apache.flink.ml.classification.naivebayes

类 NaiveBayes

java.lang.Object

org.apache.flink.ml.classification.naivebayes.NaiveBayes

所有已实现的接口:

Serializable, org.apache.flink.ml.api.Estimator<NaiveBayes,NaiveBayesModel>, org.apache.flink.ml.api.Stage<NaiveBayes>, NaiveBayesModelParams<NaiveBayes>, NaiveBayesParams<NaiveBayes>, HasFeaturesCol<NaiveBayes>, HasLabelCol<NaiveBayes>, HasPredictionCol<NaiveBayes>, org.apache.flink.ml.param.WithParams<NaiveBayes>

public class NaiveBayes
extends Object
implements org.apache.flink.ml.api.Estimator<NaiveBayes,NaiveBayesModel>, NaiveBayesParams<NaiveBayes>

An Estimator which implements the naive bayes classification algorithm.

See https://en.wikipedia.org/wiki/Naive_Bayes_classifier.

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.classification.naivebayes.NaiveBayesParams

SMOOTHING

从接口继承的字段 org.apache.flink.ml.classification.naivebayes.NaiveBayesModelParams

MODEL_TYPE

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.HasLabelCol

LABEL_COL

构造器概要

构造器

构造器和说明
NaiveBayes()

方法概要

限定符和类型	方法和说明
NaiveBayesModel	fit(org.apache.flink.table.api.Table... inputs)
Map<org.apache.flink.ml.param.Param<?>,Object>	getParamMap()
static NaiveBayes	load(org.apache.flink.streaming.api.environment.StreamExecutionEnvironment env, 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.classification.naivebayes.NaiveBayesParams

getSmoothing, setSmoothing

从接口继承的方法 org.apache.flink.ml.classification.naivebayes.NaiveBayesModelParams

getModelType, setModelType

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

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

getLabelCol, setLabelCol

构造器详细资料

NaiveBayes

public NaiveBayes()

方法详细资料

fit

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

指定者:

fit 在接口中 org.apache.flink.ml.api.Estimator<NaiveBayes,NaiveBayesModel>

save

public void save(String path)
          throws IOException

指定者:

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

抛出:

IOException

load

public static NaiveBayes load(org.apache.flink.streaming.api.environment.StreamExecutionEnvironment env,
                              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<NaiveBayes>