AppliedPredictiveModeling swMATH ID: 10623 Software Authors: Max Kuhn, Kjell Johnson Description: AppliedPredictiveModeling: Functions and Data Sets for ’Applied Predictive Modeling’. A few functions and several data set for the Springer book ’Applied Predictive Modeling’ Homepage: http://cran.r-project.org/web/packages/AppliedPredictiveModeling/index.html Source Code: https://github.com/cran/AppliedPredictiveModeling Dependencies: R Related Software: R; randomForest; glmnet; e1071; UCI-ml; ElemStatLearn; rpart; MASS (R); caret; WEKA; XGBoost; LIBSVM; C4.5; partykit; reshape; Scikit; GeneSrF; gbm; earth; C50 Cited in: 39 Publications all top 5 Cited by 119 Authors 1 Abelló, Alberto 1 Adhikari, Prem Raj 1 Antonio, Katrien 1 Avila-Aguero, María L. 1 Benito-León, J. 1 Bermejo-Pareja, F. 1 Biau, Gérard 1 Blaser, Rico 1 Boehmke, Brad 1 Bokhari, Ehsan 1 Bürger, Raimund 1 Cardonha, Carlos H. 1 Cavanaugh, Joseph E. 1 Chaves, Luis Fernando 1 Chowell, Gerardo 1 Clijsters, Maxime 1 Cocea, Mihaela 1 Craighero, Francesco 1 Cribben, Ivor 1 Damiani, Chiara 1 Dang, Giang Thi-Huong 1 Das, Sourish 1 de Castro, Luciano I. 1 Denuit, Michel M. 1 Ding, Chao 1 do Nascimento, Isadora Aparecida Sprengoski 1 Do, Le Minh 1 Fan, Ling-Wei 1 Fitzpatrick, Trevor 1 Friberg, Mariel D. 1 Fryzlewicz, Piotr 1 Gallego, Julian A. 1 Galvao, Antonio F. jun. 1 García-Gonzalo, Esperanza 1 Geskus, Ronald Bertus 1 Giannakopoulos, George 1 Glaser, V. 1 Gönen, Mithat 1 Gossmann, Alexej 1 Graudenzi, Alex 1 Greenwell, Brandon M. 1 Hà, Minh Hoàng 1 Hageman Blair, Rachael 1 Haq, Anam 1 Henckaerts, Roel 1 Hollmén, Jaakko 1 Holobar, Aleš 1 Hornik, Kurt 1 Hubert, Lawrence J. 1 Humberg, Sarah 1 Hurtado, Lisbeth A. 1 Johnson, Kjell 1 Johnson, Wesley Orin 1 Kralj, Jan 1 Kuhn, Max 1 Lai, Yuanhao 1 Lara-Díıaz, Leidy Yissedt 1 Lavrač, Nada 1 Legrand, Catherine 1 Lin, Fengchang 1 Lin, Nan 1 Liu, Han 1 Liu, Nan-Ting 1 Lozano, Leonardo 1 Lu, Yonggang 1 Maspero, Davide 1 McLeod, Angus Ian 1 Mirylenka, Katsiaryna 1 Mišić, Velibor V. 1 Mozharovskiĭ, I. S. 1 Mues, Christophe 1 Nestler, Steffen 1 Nguyen, Minh Anh 1 Noussair, Charles N. 1 Palpanas, Themis 1 Papacharalampous, Georgia 1 Paredes-Sánchez, J. P. 1 Parreira da Silva, Guilherme 1 Patruno, Lucrezia 1 Peterson, Ryan A. 1 Pezeshk, Aria 1 Pham, Minh-Trien 1 Philipp, Michel 1 Posada, I. J. 1 Povalej Brzan, Petra 1 Qiao, Liang 1 Rezaei, Mostafa 1 Riesgo Fernández, P. 1 Rocon, E. 1 Rodríguez, Rodrigo Marín 1 Rojas, Melissa Ramírez 1 Romero, J. P. 1 Rusch, Thomas 1 Sahiner, Berkman 1 Sahu, Sujit K. 1 Sambasivan, Rajiv 1 Samorani, Michele 1 Samotylova, S. A. 1 Sánchez Lasheras, Fernando 1 Scornet, Erwan ...and 19 more Authors all top 5 Cited in 32 Serials 3 Journal of Applied Statistics 2 Annals of Operations Research 2 European Journal of Operational Research 1 The American Statistician 1 Psychometrika 1 Biometrical Journal 1 Information Sciences 1 Journal of Computational and Applied Mathematics 1 Journal of Multivariate Analysis 1 Operations Research 1 Journal of Classification 1 Information and Computation 1 Machine Learning 1 Games and Economic Behavior 1 Computational Statistics 1 Computational Statistics and Data Analysis 1 Computational Optimization and Applications 1 Test 1 Complexity 1 Data Mining and Knowledge Discovery 1 International Journal of Applied Mathematics and Computer Science 1 Scandinavian Actuarial Journal 1 Matematicheskoe Modelirovanie 1 Journal of Machine Learning Research (JMLR) 1 Mathematical Biosciences and Engineering 1 Advances in Data Analysis and Classification. ADAC 1 Mathematical Modelling of Natural Phenomena 1 Algorithms 1 Journal of Computational and Graphical Statistics 1 European Actuarial Journal 1 Chilean Journal of Statistics 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 9 Fields 31 Statistics (62-XX) 14 Computer science (68-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Operations research, mathematical programming (90-XX) 3 Biology and other natural sciences (92-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Classical thermodynamics, heat transfer (80-XX) Citations by Year