obliqueRF swMATH ID: 43414 Software Authors: Bjoern Menze; D.N. Splitthoff Description: R package obliqueRF: Classification with Oblique Random Forest. obliqueRF implements a random forest with oblique decision trees for binary classification tasks. Discriminative node models in the tree are based on: ridge regression, logistic regression, linear support vector machines, or random splits. Homepage: https://rdrr.io/cran/obliqueRF/man/obliqueRF.html Source Code: https://github.com/cran/obliqueRF Dependencies: R Related Software: R; UCI-ml; XGBoost; GeneSrF; ranger; BartPy; obliqueRSF; party; randomForestSRC; Tunability; Rcpp; rpart; grf; glmnet; C4.5; xgboost; Adam; RLT; aorsf; SNPInterForest Cited in: 13 Publications all top 5 Cited by 45 Authors 3 Scornet, Erwan 2 Biau, Gérard 1 Athey, Susan 1 Boulesteix, Anne-Laure Isabeau 1 Browne, James C. 1 Burns, Randal 1 Carrizosa, Emilio 1 Chung, Jaewon 1 Cook, Dianne 1 da Silva, Natalia 1 Falk, Benjamin 1 Friedberg, Rina 1 Gaïffas, Stéphane 1 Gonçalves, Marcos André 1 Hamprecht, Fred A. 1 Hehn, Thomas M. 1 Hornung, Roman 1 Howard, George 1 Jaeger, Byron C. 1 Kooij, Julian F. P. 1 Lee, Eun-Kyung 1 Linero, Antonio R. 1 Long, D. Leann 1 Long, Dustin M. 1 Maggioni, Mauro 1 McClure, Leslie A. 1 Min, Yuan-I 1 Molero-Río, Cristina 1 Mourtada, Jaouad 1 Patsolic, Jesse L. 1 Priebe, Carey E. 1 Rocha, Leonardo 1 Romero Morales, Dolores 1 Salles, Thiago 1 Shen, Cencheng 1 Simon, Noah Robin 1 Sims, Mario 1 Szychowski, Jeff M. 1 Tibshirani, Julie 1 Tomita, Tyler M. 1 Vogelstein, Joshua T. 1 Wager, Stefan 1 Welbl, Johannes 1 Yim, Jason 1 Zhou, Zhihua all top 5 Cited in 12 Serials 2 Journal of Computational and Graphical Statistics 1 Artificial Intelligence 1 The Annals of Statistics 1 Journal of the American Statistical Association 1 Computational Statistics and Data Analysis 1 Test 1 International Journal of Computer Vision 1 Top 1 Journal of Machine Learning Research (JMLR) 1 Advances in Data Analysis and Classification. ADAC 1 The Annals of Applied Statistics 1 Sankhyā. Series A Cited in 3 Fields 9 Statistics (62-XX) 5 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year