Learn R Programming

Dirk Van den Poel

https://www.github.com/null

Author or maintainer of the following packages:

aCRM

Convenience functions for data preparation and modeling often used in aCRM.
AggregateR

Convenience functions for aggregating data frame. Currently mean, sum and variance are supported. Fo...
AUC

This package includes functions to compute the area under the curve of selected measures: The area u...
bayesQR

Bayesian quantile regression using the asymmetric Laplace distribution, both continuous as well as b...
dummy

Efficiently create dummies of all factors and character vectors in a data frame. Support is included...
GAMens

Ensemble classifiers based upon generalized additive models for binary classification (De Bock et al...
hybridEnsemble

Functions to build and deploy a hybrid ensemble consisting of eight different sub-ensembles: bagged ...
imputeMissings

Compute missing values on a training data set and impute them on a new data set. Current available o...
interpretR

Compute permutation- based performance measures and create partial dependence plots for (cross-valid...
kernelFactory

Binary classification based on an ensemble of kernel machines ("Ballings, M. and Van den Poel, D. (2...
lift

Compute the top decile lift and plot the lift curve. Cumulative lift curves are also supported.
rotationForest

Fit and deploy rotation forest models ("Rodriguez, J.J., Kuncheva, L.I., 2006. Rotation forest: A ne...

Impact Percentile

97

Number of Packages

12

Package Downloads

55,235

Citations

4