org.apache.spark.ml.classification

Interface NaiveBayesParams

All Superinterfaces:

HasFeaturesCol, HasLabelCol, HasPredictionCol, HasWeightCol, Identifiable, Params, PredictorParams, java.io.Serializable

All Known Implementing Classes:

NaiveBayes, NaiveBayesModel

public interface NaiveBayesParams
extends PredictorParams, HasWeightCol

Params for Naive Bayes Classifiers.

Method Summary

Modifier and Type	Method and Description
String	getModelType()
double	getSmoothing()
Param<String>	modelType() The model type which is a string (case-sensitive).
DoubleParam	smoothing() The smoothing parameter.

Methods inherited from interface org.apache.spark.ml.PredictorParams

extractInstances, extractInstances, validateAndTransformSchema

Methods inherited from interface org.apache.spark.ml.param.shared.HasLabelCol

getLabelCol, labelCol

Methods inherited from interface org.apache.spark.ml.param.shared.HasFeaturesCol

featuresCol, getFeaturesCol

Methods inherited from interface org.apache.spark.ml.param.shared.HasPredictionCol

getPredictionCol, predictionCol

Methods inherited from interface org.apache.spark.ml.param.Params

clear, copy, copyValues, defaultCopy, defaultParamMap, explainParam, explainParams, extractParamMap, extractParamMap, get, getDefault, getOrDefault, getParam, hasDefault, hasParam, isDefined, isSet, paramMap, params, set, set, set, setDefault, setDefault, shouldOwn

Methods inherited from interface org.apache.spark.ml.util.Identifiable

toString, uid

Methods inherited from interface org.apache.spark.ml.param.shared.HasWeightCol

getWeightCol, weightCol

Method Detail

getModelType

String getModelType()

getSmoothing

double getSmoothing()

modelType

Param<String> modelType()

The model type which is a string (case-sensitive). Supported options: "multinomial", "complement", "bernoulli", "gaussian". (default = multinomial)

Returns:

(undocumented)

smoothing

DoubleParam smoothing()

The smoothing parameter. (default = 1.0).

Returns:

(undocumented)