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R/Weka interface: An R interface to Weka (Version 3.6.0). Weka is a collection of machine learning algorithms for data mining tasks written in Java, containing tools for data pre-processing, [...]
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Model-Based Boosting: Functional gradient descent algorithms (boosting) for optimizing general loss functions utilizing componentwise least squares, either of parametric linear form or smoothing [...]
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A Laboratory for Recursive Partytioning: A computational toolbox for recursive partitioning. The core of the package is ctree(), an implementation of conditional inference trees which embed [...]
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Improved Predictors: Improved predictive models by indirect classification and bagging for classification, regression and survival problems as well as resampling based estimators of prediction error.
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