• LIBSVM

  • Referenced in 1114 articles [sw04879]
  • LIBSVM is a library for Support Vector Machines (SVMs). We have been actively developing this...
  • SVMTorch

  • Referenced in 67 articles [sw12121]
  • large-scale regression problems. Support Vector Machines (SVMs) for regression problems are trained by solving ... Joachims [“Making large-scale support vector machine learning practical”, in: B. Schölkopf, C. Burges...
  • Statistics Toolbox

  • Referenced in 18 articles [sw10157]
  • unsupervised machine learning algorithms, including support vector machines (SVMs), boosted and bagged decision trees...
  • COFFIN

  • Referenced in 8 articles [sw04881]
  • applications, kernel machines such as Support Vector Machines (SVMs) have been used with great success ... they suffer from the curse of supporting vectors, e.g., the speed of applying SVMs decays...
  • MSVMpack

  • Referenced in 13 articles [sw08063]
  • machine. All four multi-class support vector machines (M-SVMs) proposed...
  • pSLIP

  • Referenced in 6 articles [sw35549]
  • algorithm called pSLIP which uses Support Vector Machines (SVMs) in conjunction with multiple physicochemical properties...
  • GOASVM

  • Referenced in 6 articles [sw22445]
  • construct GO vectors for support vector machines (SVMs) classification. With the advantages of GO term...
  • NESVM

  • Referenced in 6 articles [sw08753]
  • Method for Support Vector Machines. Support vector machines (SVMs) are invaluable tools for many practical...
  • SVMlight

  • Referenced in 262 articles [sw04076]
  • implementation of Vapnik’s Support Vector Machine [Vapnik, 1995] for the problem of pattern recognition ... handle problems with many thousands of support vectors efficiently. The software also provides methods ... algorithm for training large-scale transductive SVMs. The algorithm proceeds by solving a sequence...
  • Pegasos

  • Referenced in 98 articles [sw08752]
  • solving the optimization problem cast by Support Vector Machines (SVM). We prove that the number ... analyses of stochastic gradient descent methods for SVMs require Ω(1/ϵ2) iterations...
  • LS-SVMlab

  • Referenced in 26 articles [sw07367]
  • Least Squares Support Vector Machines (LS-SVM) are reformulations to the standard SVMs which lead...
  • FL-GrCCA

  • Referenced in 4 articles [sw00296]
  • popular classification algorithms, including support vector machines (SVMs) and the fuzzy lattice reasoning (FLR) classifier...
  • KIRMES

  • Referenced in 4 articles [sw35269]
  • finding with the ones of support vector machines (SVMs) to find degenerate motifs in order...
  • mGene

  • Referenced in 4 articles [sw23030]
  • machine learning methods, such as Support Vector Machines (SVMs). Its excellent performance was proved...
  • SoftDoubleMaxMinOver

  • Referenced in 2 articles [sw20861]
  • used for training least squares support vector machines (SVMs). On benchmarks, the SoftDoubleMaxMinOver algorithm achieves...
  • Kaviar

  • Referenced in 2 articles [sw08391]
  • software that uses Support Vector Machines (SVMs) to approximate viability kernels, capture basins and resilience...
  • Libpmk

  • Referenced in 2 articles [sw10658]
  • matches, and training and testing support vector machines (SVMs). This report provides a tutorial...
  • POIMs

  • Referenced in 2 articles [sw35360]
  • classifiers are obtained by training support vector machines (SVMs) with complex sequence kernels. However...
  • ThunderSVM

  • Referenced in 1 article [sw26685]
  • library on GPUs and CPUs. Support Vector Machines (SVMs) are classic supervised learning models ... data mining and machine learning practitioners are users of SVMs. However, SVM training and prediction ... Units (GPUs) and multi-core CPUs. ThunderSVM supports all the functionalities -- including classification (SVC), regression...
  • LOCSVMPSI

  • Referenced in 11 articles [sw22457]
  • introduced, which is based on the support vector machine (SVM) and the position-specific scoring ... than the previous method based on several SVMs using composition of both amino acids...