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