• MRESVM

  • Referenced in 1 article [sw23457]
  • MapReduce-based distributed SVM ensemble for scalable image classification and annotation. A combination of classifiers ... applications. Among them, support vector machine (SVM) ensembles with bagging have shown better performance ... However, the training process of SVM ensembles is notably computationally intensive, especially when the number ... presents MRESVM, a MapReduce-based distributed SVM ensemble algorithm for scalable image annotation which...
  • EnsembleSVM

  • Referenced in 3 articles [sw10892]
  • efficient routines to perform ensemble learning with support vector machine (SVM) base ... models. It currently offers ensemble methods based on binary SVM models. Our implementation avoids duplicate ... constituent models. Experimental results show that using ensemble approaches can drastically reduce training complexity while...
  • RTextTools

  • Referenced in 3 articles [sw21193]
  • package includes nine algorithms for ensemble classification (svm, slda, boosting, bagging, random forests, glmnet, decision...
  • MitProt-Pred

  • Referenced in 1 article [sw25198]
  • falciparum parasite using diverse physiochemical properties and ensemble classification. Mitochondrial protein of Plasmodium falciparum ... spaces are learned and exploited through SVM based ensemble. MitProt-Pred achieved significantly improved prediction...
  • iEnhancer-EL

  • Referenced in 11 articles [sw27668]
  • identifying enhancers and their strength with ensemble learning approach. Motivation: Identification of enhancers and their ... selected from 171 elementary classifiers formed by SVM (Support Vector Machine) based on kmer, subsequence...
  • PSPSO

  • Referenced in 1 article [sw39417]
  • package for selecting machine learning algorithms and ensembles of machine learning algorithms parameters by using ... PSPSO supports four algorithms: Support Vector Machine (SVM), Multi-Layer Perceptron (MLP), Extreme Gradient Boosting...
  • 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-B

  • Referenced in 200 articles [sw01234]
  • Algorithm 778: L-BFGS-B Fortran subroutines for...
  • DistAl

  • Referenced in 103 articles [sw01746]
  • DistAl: An inter-pattern distance-based constructive learning...
  • 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...
  • Amelia

  • Referenced in 42 articles [sw04533]
  • Amelia: Amelia II: A Program for Missing Data...
  • KernSmooth

  • Referenced in 1018 articles [sw04586]
  • Kernel smoothing refers to a general methodology for...