• SVM

  • Referenced in 31 articles [sw14904]
  • Classification/Regression; SVM epsilon and nu regression; One-Class SVM; Regularisation Networks; SVM bounds (Span estimate...
  • SimpleMKL

  • Referenced in 69 articles [sw12290]
  • learning the combination, we solve a standard SVM optimization problem, where the kernel is defined ... classification, for problems like regression, clustering (one-class classification) or multiclass classification. Experimental results show...
  • SVM Toolbox

  • Referenced in 9 articles [sw14742]
  • multi-class support vector classification using max wins, pairwise [4] and DAG-SVM [5] algorithms ... alpha bound [6,7] on the leave-one-out cross-validation error). Object oriented design...
  • LiblineaR

  • Referenced in 5 articles [sw25718]
  • regularized classification (such as L2-loss linear SVM and logistic regression) and L2-regularized support ... main features of LiblineaR include multi-class classification (one-vs-the rest, and Crammer & Singer...
  • ThunderSVM

  • Referenced in 2 articles [sw26685]
  • paper presents an efficient and open source SVM software toolkit called ThunderSVM which exploits ... including classification (SVC), regression (SVR) and one-class SVMs -- of LibSVM and uses identical command...
  • GPCRpred

  • Referenced in 7 articles [sw22471]
  • protein coupled receptors (GPCRs) belong to one of the largest superfamilies of membrane proteins ... this study, a support vector machine (SVM)-based method, GPCRpred, has been developed for predicting ... further able to predict five major classes or families of GPCRs with an overall Matthew...
  • ACOSampling

  • Referenced in 5 articles [sw41786]
  • frequently, causing poor prediction performance for minority classes. Moreover, its other features, such as high ... validation set. In each division, one modified ACO algorithm as a variant of our previous ... sample. We only extracted those high frequency ones and combined them with all minority samples ... microarray datasets by support vector machine (SVM) classifier, showing that the proposed method outperforms many...
  • ATLAS

  • Referenced in 199 articles [sw00056]
  • This paper describes the Automatically Tuned Linear Algebra...
  • LAPACK

  • Referenced in 1702 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • Matlab

  • Referenced in 13544 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • R

  • Referenced in 9969 articles [sw00771]
  • R is a language and environment for statistical...
  • L-BFGS

  • Referenced in 806 articles [sw03229]
  • Algorithm 778: L-BFGS-B Fortran subroutines for...
  • SHOGUN

  • Referenced in 103 articles [sw03517]
  • The SHOGUN machine learning toolbox. We have developed...
  • SeDuMi

  • Referenced in 1281 articles [sw04002]
  • SeDuMi is a Matlab toolbox for solving optimization...
  • UCI-ml

  • Referenced in 3403 articles [sw04074]
  • UC Irvine Machine Learning Repository. We currently maintain...
  • SVMlight

  • Referenced in 264 articles [sw04076]
  • Description (homepage): SVMlight is an implementation of Vapnik...
  • CPLEX

  • Referenced in 2773 articles [sw04082]
  • IBM® ILOG® CPLEX® offers C, C++, Java, .NET...
  • Gurobi

  • Referenced in 690 articles [sw04105]
  • GUROBI OPTIMIZER: State of the Art Mathematical Programming...
  • MASS (R)

  • Referenced in 331 articles [sw04479]
  • R package MASS: Support Functions and Datasets for...
  • fda (R)

  • Referenced in 1531 articles [sw04511]
  • fda: Functional Data Analysis , These functions were developed...