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.
|
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