
MRESVM
 Referenced in 1 article
[sw23457]
 MapReducebased 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 MapReducebased 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...

MitProtPred
 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. MitProtPred achieved significantly improved prediction...

iEnhancerEL
 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), MultiLayer 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 highlevel language and interactive...

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

LBFGSB
 Referenced in 200 articles
[sw01234]
 Algorithm 778: LBFGSB Fortran subroutines for...

DistAl
 Referenced in 103 articles
[sw01746]
 DistAl: An interpattern distancebased constructive learning...

LBFGS
 Referenced in 852 articles
[sw03229]
 Algorithm 778: LBFGSB 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...

UCIml
 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...