com.imsl.test.example.datamining

Class GradientBoostingEx2

java.lang.Object

com.imsl.test.example.datamining.GradientBoostingEx2

public class GradientBoostingEx2
extends Object

Predicts a binary response variable based on 4 predictor variables.

Estimates the probabilities of a binary response variable using stochastic gradient boosting GradientBoosting. The dataset contains simulated values on a binary response and 4 predictor variables. Probabilities less than or equal to 0.5 are associated with Y=0, while probabilities greater than 0.5 associate with Y=1 and would lead to these predictions on the test data.

See Also:

Code, Output

Constructor Summary

Constructors

Constructor and Description
GradientBoostingEx2()

Method Summary

Modifier and Type	Method and Description
static void	main(String[] args)

Methods inherited from class java.lang.Object

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

Constructor Detail

GradientBoostingEx2

public GradientBoostingEx2()

Method Detail

main

public static void main(String[] args)
                 throws Exception

Throws:

Exception