Learning with Subset Stacking

"Learning with Subset Stacking" is a supervised learning algorithm that is based on training many local estimators on subsets of a given dataset, and then passing their predictions to a global estimator. You can find the details about LESS in our manuscript at .


LESS-R

Learning in Subset Stacking (R version)

Reference manual

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install.packages("less")

0.1.0 by Burhan Ozer Cavdar, 4 years ago


Browse source code at https://github.com/cran/less


Authors: Ilker Birbil [aut] , Burhan Ozer Cavdar [aut, trl, cre]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports caret, e1071, FNN, MLmetrics, pracma, R6, randomForest, RANN, rpart, wordspace


See at CRAN