com.imsl.test.example.datamining

Class LogisticRegressionEx2

java.lang.Object

com.imsl.test.example.datamining.LogisticRegressionEx2

public class LogisticRegressionEx2
extends Object

Trains a logistic regression model for a multinomial response.

This example performs logistic regression for a multinomial response variable with 4 classes. The categorical predictors and the response variable are encoded into dummy variables. Predictions and confidence intervals are obtained for a separate test data set. Note that the model fit is not significant suggesting that there is not a strong predictive relationship between the predictors and the response.

See Also:

Code, Output

Constructor Summary

Constructors

Constructor and Description
LogisticRegressionEx2()

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

LogisticRegressionEx2

public LogisticRegressionEx2()

Method Detail

main

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

Throws:

Exception