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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
Top Collaborators
Michel Ballings
Tyler Rinker
Dauwe Vercamer
Matthijs Meire
Koen W. De Bock
