This node computes certain statistics between the a numeric column's values (r i ) and predicted (p i ) values.

Class implementing an Apriori-type algorithm. Iteratively reduces the minimum support until it finds the required number of rules…

DECORATE is a meta-learner for building diverse ensembles of classifiers by using specially constructed artificial training examp…

Class for building and using a 0-R classifier. Predicts the mean (for a numeric class) or the mode (for a nominal class). (based …

Class for building and using a 0-R classifier Predicts the mean (for a numeric class) or the mode (for a nominal class). (based o…

Class for performing parameter selection by cross-validation for any classifier. For more information, see: R. Kohavi (1995). Wra…

Class for performing parameter selection by cross-validation for any classifier. For more information, see: R Kohavi (1995).Wrapp…

Class for boosting a 2-class classifier using the Real Adaboost method. For more information, see J Friedman, T.Hastie, R. Tibshi…

Class for constructing an unpruned decision tree based on the ID3 algorithm. Can only deal with nominal attributes. No missing va…

Implementation of the voted perceptron algorithm by Freund and Schapire. Globally replaces all missing values, and transforms nom…

Class for constructing an unpruned decision tree based on the ID3 algorithm Can only deal with nominal attributes.No missing valu…

Class for building and using a Complement class Naive Bayes classifier. For more information see, Jason D. Rennie, Lawrence Shih,…

Class for performing additive logistic regression. This class performs classification using a regression scheme as the base learn…

Implementation of the voted perceptron algorithm by Freund and Schapire Globally replaces all missing values, and transforms nomi…

M5Base. Implements base routines for generating M5 Model trees and rules The original algorithm M5 was invented by R. Quinlan and…

M5Base Implements base routines for generating M5 Model trees and rulesThe original algorithm M5 was invented by R. Quinlan and Y…

Implements Bayesian Logistic Regression for both Gaussian and Laplace Priors. For more information, see Alexander Genkin, David D…

Class implementing an Apriori-type algorithm Iteratively reduces the minimum support until it finds the required number of rules …

A metaclassifier for handling multi-class datasets with 2-class classifiers. This classifier is also capable of applying error co…

Class for building and using a 0-R classifier. For further options, click the 'More' - button in the dialog. All weka dialogs hav…