Description:

QuickDT is a Java decision tree learner library that was inspired by my efforts to use existing alternatives like jaDTi and Weka, both of which have rather clunky and difficult-to-use APIs.

QuickDT's API is designed to be elegant and intuitive. It incorporates a novel scoring function that outperforms gini impurity in simple tests.

Significant work has been done to improve CPU usage (an 100X increase in speed relative to earlier versions), however ease of use has been prioritized over raw speed.

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download

Supported Operating Systems: Agnostic

Data Formats: Agnostic

Tags: Decision Trees, Decision Tree Learning

Archive: download here

Comments

No one has posted any comments yet. Perhaps you'd like to be the first?

Leave a comment

You must be logged in to post comments.