Binary-class and multi-class alternating decision trees. For more information see: Freund, Y., Mason, L.: The alternating decision tree learning...
Последний релиз: апр. 23, 2012Grows an alternating model tree by minimising squared error. For more information see "Eibe Frank, Michael Mayo, Stefan Kramer: Alternating Model T...
Последний релиз: янв. 18, 2015visualization component for displaying association rules that uses a modified version of the Association Rules Viewer from DESS IAGL of Lille. Requ...
Последний релиз: апр. 24, 2012This package provides four search methods for attribute selection: ExhaustiveSearch, GeneticSearch, RandomSearch and RankSearch. See: David E. Go...
Последний релиз: апр. 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...
Последний релиз: апр. 24, 2012Implements Bayesian Logistic Regression for both Gaussian and Laplace Priors. For more information, see Alexander Genkin, David D. Lewis, David Mad...
Последний релиз: апр. 24, 2012Class for building a best-first decision tree classifier. This class uses binary split for both nominal and numeric attributes. For missing values,...
Последний релиз: апр. 23, 2012Bounce, a set of Java and Swing extensions, including ... layout managers like a FormLayout and CenterLayout, image filters, a comprehensive messag...
Последний релиз: янв. 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-...
Последний релиз: апр. 24, 2012Evaluates the worth of an attribute by computing the value of the chi-squared statistic with respect to the class.
Последний релиз: апр. 23, 2012