• randomForest

  • Referenced in 202 articles [sw10639]
  • package randomForest: Breiman and Cutler’s random forests for classification and regression. Classification and regression ... based on a forest of trees using random inputs...
  • p4est

  • Referenced in 134 articles [sw06796]
  • p4est: Parallel AMR on Forests of Octrees. The p4est software library enables the dynamic management ... collection of adaptive octrees, conveniently called a forest of octrees. p4est is designed to work...
  • GeneSrF

  • Referenced in 72 articles [sw08254]
  • GeneSrF: gene selection with random forests (v. 20070524). GeneSrF is a web tool for gene ... selection in classification problems that uses random forest. Two approaches for gene selection are used...
  • SPOT

  • Referenced in 87 articles [sw06347]
  • based models such as CART and random forest; Gaussian process models (Kriging), and combinations...
  • ranger

  • Referenced in 42 articles [sw14498]
  • ranger: A Fast Implementation of Random Forests for High Dimensional Data ... software is a fast implementation of random forests for high dimensional data. Ensembles of classification ... most memory efficient implementation of random forests to analyze data on the scale...
  • missForest

  • Referenced in 40 articles [sw19483]
  • missForest: Nonparametric Missing Value Imputation using Random Forest. The function ’missForest’ in this package ... mixed-type data. It uses a random forest trained on the observed values...
  • SINTEF

  • Referenced in 38 articles [sw02984]
  • decision support tool for long-term forest treatment scheduling. It is developed by the department ... NORSKOG, Norges Skogeierforbund and the Department of Forest Sciences at the Agricultural University of Norway.Matlab...
  • pSuc-Lys

  • Referenced in 31 articles [sw16643]
  • proteins with PseAAC and ensemble random forest approach. Being one type of post-translational modifications ... fusing a series of individual random forest classifiers. Rigorous cross-validations indicated that it remarkably...
  • grf

  • Referenced in 31 articles [sw27871]
  • package grf: Generalized Random Forests. A pluggable package for forest-based statistical estimation and inference...
  • randomSurvivalForest

  • Referenced in 29 articles [sw08133]
  • randomSurvivalForest: Random Survival Forests. Random survival forests for right-censored and competing risks survival data...
  • AFP-Pred

  • Referenced in 24 articles [sw22441]
  • Pred: A random forest approach for predicting antifreeze proteins from sequence-derived properties. Some creatures ... this work, we report a random forest approach ”AFP-Pred” for the prediction of antifreeze...
  • metafor

  • Referenced in 33 articles [sw12291]
  • various types of meta-analytical plots (e.g., forest, funnel, radial, L’Abbe, Baujat plots...
  • RAPPOR

  • Referenced in 33 articles [sw42193]
  • privacy guarantees. In short, RAPPORs allow the forest of client data to be studied, without...
  • abcrf

  • Referenced in 19 articles [sw21308]
  • package abcrf: ABC random forests for Bayesian parameter inference. Approximate Bayesian computation (ABC) has grown ... level. The approach relies on the random forest methodology of Breiman (2001) applied ... advocate the derivation of a new random forest for each component of the parameter vector...
  • FARSITE

  • Referenced in 28 articles [sw31762]
  • FARSITE is widely used by the U.S. Forest Service, National Park Service, and other federal...
  • party

  • Referenced in 27 articles [sw07330]
  • provides an implementation of Breiman’s random forests. The function mob() implements an algorithm...
  • randomForestSRC

  • Referenced in 15 articles [sw14394]
  • randomForestSRC: Random Forests for Survival, Regression and Classification (RF-SRC). A unified treatment of Breiman ... random forests for survival, regression and classification problems based on Ishwaran and Kogalur’s random ... survival forests (RSF) package. The package runs in both serial and parallel (OpenMP) modes ... extended to include multivariate and unsupervised forests...
  • iPPI-Esml

  • Referenced in 26 articles [sw22413]
  • classifier formed by fusing seven individual random forest engines via a voting system...
  • iPTM-mLys

  • Referenced in 26 articles [sw23948]
  • fusing an array of basic random forest classifiers into an ensemble system. Rigorous cross-validations...