org.apache.spark.ml.regression

Class Regressor<FeaturesType,Learner extends Regressor<FeaturesType,Learner,M>,M extends RegressionModel<FeaturesType,M>>

Object

org.apache.spark.ml.PipelineStage

org.apache.spark.ml.Estimator<M>

org.apache.spark.ml.impl.estimator.Predictor<FeaturesType,Learner,M>

org.apache.spark.ml.regression.Regressor<FeaturesType,Learner,M>

All Implemented Interfaces:

java.io.Serializable, Logging, Identifiable, PredictorParams, HasFeaturesCol, HasLabelCol, HasPredictionCol, Params, RegressorParams

Direct Known Subclasses:

LinearRegression

public abstract class Regressor<FeaturesType,Learner extends Regressor<FeaturesType,Learner,M>,M extends RegressionModel<FeaturesType,M>>
extends Predictor<FeaturesType,Learner,M>
implements RegressorParams

:: AlphaComponent ::

Single-label regression

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
Regressor()

Method Summary

Methods inherited from class org.apache.spark.ml.impl.estimator.Predictor

fit, setFeaturesCol, setLabelCol, setPredictionCol, transformSchema

Methods inherited from class org.apache.spark.ml.Estimator

fit, fit, fit

Methods inherited from class Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

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

validateAndTransformSchema

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

getLabelCol, labelCol

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

featuresCol, getFeaturesCol

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

getPredictionCol, predictionCol

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

addOutputColumn, checkInputColumn, explainParams, get, getParam, isSet, paramMap, params, set, set, validate, validate

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

uid

Methods inherited from interface org.apache.spark.Logging

initializeIfNecessary, initializeLogging, isTraceEnabled, log_, log, logDebug, logDebug, logError, logError, logInfo, logInfo, logName, logTrace, logTrace, logWarning, logWarning

Constructor Detail

Regressor

public Regressor()