• LIBSVM

  • Referenced in 1204 articles [sw04879]
  • Issues such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter...
  • SVM

  • Referenced in 31 articles [sw14904]
  • Classification with Nearest Point Algorithm; Multiclass SVM : one against all, one against...
  • GenSVM

  • Referenced in 4 articles [sw14320]
  • binary support vector machine (SVM) to multiclass problems are either heuristics or require solving ... dual optimization problem. Here, a generalized multiclass SVM called GenSVM is proposed, which ... method is compared to seven other multiclass SVM approaches on a large number of datasets...
  • SimpleMKL

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

  • Referenced in 7 articles [sw22471]
  • this study, a support vector machine (SVM)-based method, GPCRpred, has been developed for predicting ... recognition and classification of GPCRs based on multiclass SVMs has been...
  • LibCVM

  • Referenced in 1 article [sw18879]
  • which are fast Support Vector Machine (SVM) training algorithms using core-set approximation on very ... scale sparse least-squares regression Pending features: multiclass CVM/BVM probabilistic output estimation...
  • ATLAS

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

  • Referenced in 1713 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • Matlab

  • Referenced in 13702 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • R

  • Referenced in 10196 articles [sw00771]
  • R is a language and environment for statistical...
  • L-BFGS

  • Referenced in 852 articles [sw03229]
  • Algorithm 778: L-BFGS-B Fortran subroutines for...
  • SHOGUN

  • Referenced in 104 articles [sw03517]
  • The SHOGUN machine learning toolbox. We have developed...
  • SeDuMi

  • Referenced in 1284 articles [sw04002]
  • SeDuMi is a Matlab toolbox for solving optimization...
  • UCI-ml

  • Referenced in 3444 articles [sw04074]
  • UC Irvine Machine Learning Repository. We currently maintain...
  • SVMlight

  • Referenced in 268 articles [sw04076]
  • Description (homepage): SVMlight is an implementation of Vapnik...
  • Gurobi

  • Referenced in 727 articles [sw04105]
  • GUROBI OPTIMIZER: State of the Art Mathematical Programming...
  • MASS (R)

  • Referenced in 355 articles [sw04479]
  • R package MASS: Support Functions and Datasets for...
  • fda (R)

  • Referenced in 1571 articles [sw04511]
  • fda: Functional Data Analysis , These functions were developed...
  • CVX

  • Referenced in 855 articles [sw04594]
  • CVX is a modeling system for constructing and...
  • mpi4py

  • Referenced in 65 articles [sw04608]
  • MPI for Python (mpi4py) provides bindings of the...