org.apache.spark.ml.regression

Class AFTCostFun

Object

org.apache.spark.ml.regression.AFTCostFun

All Implemented Interfaces:

breeze.linalg.ImmutableNumericOps<breeze.optimize.StochasticDiffFunction<breeze.linalg.DenseVector<Object>>>, breeze.linalg.NumericOps<breeze.optimize.StochasticDiffFunction<breeze.linalg.DenseVector<Object>>>, breeze.optimize.DiffFunction<breeze.linalg.DenseVector<Object>>, breeze.optimize.StochasticDiffFunction<breeze.linalg.DenseVector<Object>>, scala.Function1<breeze.linalg.DenseVector<Object>,Object>

public class AFTCostFun
extends Object
implements breeze.optimize.DiffFunction<breeze.linalg.DenseVector<Object>>

AFTCostFun implements Breeze's DiffFunction[T] for AFT cost. It returns the loss and gradient at a particular point (parameters). It's used in Breeze's convex optimization routines.

Nested Class Summary

Nested classes/interfaces inherited from interface breeze.linalg.NumericOps

breeze.linalg.NumericOps.Arrays$, breeze.linalg.NumericOps.ArraysLowPriority

Constructor Summary

Constructors

Constructor and Description
AFTCostFun(RDD<org.apache.spark.ml.regression.AFTPoint> data, boolean fitIntercept, Broadcast<double[]> bcFeaturesStd, int aggregationDepth)

Method Summary

Modifier and Type	Method and Description
scala.Tuple2<Object,breeze.linalg.DenseVector<Object>>	calculate(breeze.linalg.DenseVector<Object> parameters)

Methods inherited from class Object

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

Methods inherited from interface breeze.optimize.DiffFunction

cached, repr, throughLens

Methods inherited from interface breeze.optimize.StochasticDiffFunction

apply, gradientAt, valueAt

Methods inherited from interface scala.Function1

andThen, apply$mcDD$sp, apply$mcDF$sp, apply$mcDI$sp, apply$mcDJ$sp, apply$mcFD$sp, apply$mcFF$sp, apply$mcFI$sp, apply$mcFJ$sp, apply$mcID$sp, apply$mcIF$sp, apply$mcII$sp, apply$mcIJ$sp, apply$mcJD$sp, apply$mcJF$sp, apply$mcJI$sp, apply$mcJJ$sp, apply$mcVD$sp, apply$mcVF$sp, apply$mcVI$sp, apply$mcVJ$sp, apply$mcZD$sp, apply$mcZF$sp, apply$mcZI$sp, apply$mcZJ$sp, compose, toString

Methods inherited from interface breeze.linalg.NumericOps

$amp$eq, $bar$eq, $colon$amp$eq, $colon$bar$eq, $colon$div$eq, $colon$eq, $colon$greater, $colon$greater$eq, $colon$less, $colon$less$eq, $colon$minus$eq, $colon$percent$eq, $colon$plus$eq, $colon$times$eq, $colon$up$eq, $colon$up$up$eq, $div$eq, $greater$colon$eq, $greater$colon$greater, $less$colon$eq, $less$colon$less, $minus$eq, $percent$eq, $plus, $plus$eq, $times$eq, $up$up$eq

Methods inherited from interface breeze.linalg.ImmutableNumericOps

$amp, $amp$colon$amp, $bar, $bar$colon$bar, $bslash, $colon$amp, $colon$bang$eq, $colon$bar, $colon$div, $colon$eq$eq, $colon$minus, $colon$percent, $colon$plus, $colon$times, $colon$up, $colon$up$up, $div, $div$colon$div, $minus, $minus$colon$minus, $percent, $percent$colon$percent, $plus$colon$plus, $times, $times$colon$times, $up$colon$up, $up$up, $up$up$colon$up$up, dot, t, t, t, unary_$bang, unary_$minus

Constructor Detail

AFTCostFun

public AFTCostFun(RDD<org.apache.spark.ml.regression.AFTPoint> data,
                  boolean fitIntercept,
                  Broadcast<double[]> bcFeaturesStd,
                  int aggregationDepth)

Method Detail

calculate

public scala.Tuple2<Object,breeze.linalg.DenseVector<Object>> calculate(breeze.linalg.DenseVector<Object> parameters)

Specified by:

calculate in interface breeze.optimize.StochasticDiffFunction<breeze.linalg.DenseVector<Object>>