regression

Type Members

1. case class GeneralizedLinearRegression(_id: Option[BSONObjectID] = None, regularization: ValueOrSeq[Double] = Left(None), link: Option[GeneralizedLinearRegressionLinkType.Value] = None, maxIteration: ValueOrSeq[Int] = Left(None), tolerance: ValueOrSeq[Double] = Left(None), fitIntercept: Option[Boolean] = None, family: Option[GeneralizedLinearRegressionFamily.Value] = None, solver: Option[GeneralizedLinearRegressionSolver.Value] = None, name: Option[String] = None, createdById: Option[BSONObjectID] = None, timeCreated: Date = new Date()) extends Regressor with Product with Serializable

   

2. case class GradientBoostRegressionTree(_id: Option[BSONObjectID] = None, core: TreeCore = TreeCore(), maxIteration: ValueOrSeq[Int] = Left(None), stepSize: ValueOrSeq[Double] = Left(None), subsamplingRate: ValueOrSeq[Double] = Left(None), lossType: Option[GBTRegressionLossType.Value] = None, name: Option[String] = None, createdById: Option[BSONObjectID] = None, timeCreated: Date = new Date()) extends Regressor with Product with Serializable

   

3. case class LinearRegression(_id: Option[BSONObjectID] = None, regularization: ValueOrSeq[Double] = Left(None), elasticMixingRatio: ValueOrSeq[Double] = Left(None), maxIteration: ValueOrSeq[Int] = Left(None), tolerance: ValueOrSeq[Double] = Left(None), fitIntercept: Option[Boolean] = None, solver: Option[RegressionSolver.Value] = None, standardization: Option[Boolean] = None, aggregationDepth: ValueOrSeq[Int] = Left(None), name: Option[String] = None, createdById: Option[BSONObjectID] = None, timeCreated: Date = new Date()) extends Regressor with Product with Serializable

   

4. case class RandomRegressionForest(_id: Option[BSONObjectID] = None, core: TreeCore = TreeCore(), numTrees: ValueOrSeq[Int] = Left(None), subsamplingRate: ValueOrSeq[Double] = Left(None), impurity: Option[RegressionTreeImpurity.Value] = None, featureSubsetStrategy: Option[RandomRegressionForestFeatureSubsetStrategy.Value] = None, name: Option[String] = None, createdById: Option[BSONObjectID] = None, timeCreated: Date = new Date()) extends Regressor with Product with Serializable

   

5. case class RegressionTree(_id: Option[BSONObjectID] = None, core: TreeCore = TreeCore(), impurity: Option[RegressionTreeImpurity.Value] = None, name: Option[String] = None, createdById: Option[BSONObjectID] = None, timeCreated: Date = new Date()) extends Regressor with Product with Serializable

   

6. trait Regressor extends AnyRef