Package com.imsl.test.example.datamining.decisionTree

package com.imsl.test.example.datamining.decisionTree

Decision tree examples.

Related Packages

Package	Description
com.imsl.test.example.datamining	Data mining examples.
com.imsl.test.example.datamining.neural	Neural network examples.
com.imsl.test.example.datamining.supportvectormachine	Support vector machine examples.

Classes

Class	Description
DecisionTreeEx1	Fits a decision tree to the golf data using C45 and ALACART.
DecisionTreeEx2	Fits a decision tree to categorical data using CHAID and prints the decision tree.
DecisionTreeEx3	Fits a decision tree to categorical data using C45 and prints the decision tree.
DecisionTreeEx4	Fits a decision tree to the Kyphosis data using QUEST.
DecisionTreeEx5	Fits a decision tree to mixed-type data using QUEST and prunes the decision tree.
RandomTreesEx1	Fits a random forest to the Kyphosis data using ALACART decision trees and generates predictions on a test set.
RandomTreesEx2	Fits a random forest to Fisher's Iris data using ALACART decision trees.
RandomTreesEx3	Fits a random forest using C45 decision trees and calculates variable importance.