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