Binary-class and multi-class alternating decision trees. For more information see: Freund, Y., Mason, L.: The alternating decision tree learning...
Last Release on Apr 23, 2012Grows an alternating model tree by minimising squared error. For more information see "Eibe Frank, Michael Mayo, Stefan Kramer: Alternating Model T...
Last Release on Jan 18, 2015visualization component for displaying association rules that uses a modified version of the Association Rules Viewer from DESS IAGL of Lille. Requ...
Last Release on Apr 24, 2012This package provides four search methods for attribute selection: ExhaustiveSearch, GeneticSearch, RandomSearch and RankSearch. See: David E. Go...
Last Release on Apr 23, 2012AODE achieves highly accurate classification by averaging over all of a small space of alternative naive-Bayes-like models that have weaker (and he...
Last Release on Apr 24, 2012Implements Bayesian Logistic Regression for both Gaussian and Laplace Priors. For more information, see Alexander Genkin, David D. Lewis, David Mad...
Last Release on Apr 24, 2012Class for building a best-first decision tree classifier. This class uses binary split for both nominal and numeric attributes. For missing values,...
Last Release on Apr 23, 2012Bounce, a set of Java and Swing extensions, including ... layout managers like a FormLayout and CenterLayout, image filters, a comprehensive messag...
Last Release on Jan 25, 2016k-means clustering with automatic selection of k. Restarts k-means and selects the best k using the Calinski and Harabasz criterion, without cross-...
Last Release on Apr 24, 2012Evaluates the worth of an attribute by computing the value of the chi-squared statistic with respect to the class.
Last Release on Apr 23, 2012