
LIBSVM
 Referenced in 1204 articles
[sw04879]
 solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection are discussed...

SimpleMKL
 Referenced in 69 articles
[sw12290]
 regression, clustering (oneclass classification) or multiclass classification. Experimental results show that the proposed algorithm ... some model selection problems related to multiclass classification problems...

msgl
 Referenced in 17 articles
[sw26552]
 classification. Suitable for high dimensional multiclass classification with many classes. The algorithm computes the sparse...

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

mnlogit
 Referenced in 7 articles
[sw21116]
 Hessian matrices. Motivated by large scale multiclass classification problems in econometrics and machine learning...

ofw
 Referenced in 4 articles
[sw10549]
 Package to Select Continuous Variables for Multiclass Classification with a Stochastic Wrapper Method. When dealing ... package that implements, in the context of classification, the meta algorithm ”optimal feature weighting ... with the application of supervised multiclass classifiers such as classification and regression trees and support ... chosen to deal with unbalanced multiclasses, a common characteristic in microarray data sets...

BMR
 Referenced in 2 articles
[sw10668]
 classification, ambiguously called multiclass classification, and occasionally mistakenly called multilabel classification...

BeamECOC
 Referenced in 2 articles
[sw38478]
 Correcting Output Coding (ECOC) is a multiclass classification technique in which multiple binary classifiers...

GPCRpred
 Referenced in 7 articles
[sw22471]
 server for recognition and classification of GPCRs based on multiclass SVMs has been...

regtools
 Referenced in 1 article
[sw27435]
 multiclass classification. Nonparametric regression for general dimension, locallylinear option. Nonlinear regression with EickertWhite...

UBL
 Referenced in 1 article
[sw14862]
 handle both regression and classification (binary and multiclass) tasks. Moreover, UBL package allows the user...

GenSVM
 Referenced in 4 articles
[sw14320]
 generalized multiclass SVM called GenSVM is proposed, which can be used for classification problems where ... equal to 2. In the proposed method, classification boundaries are constructed ... method is compared to seven other multiclass SVM approaches on a large number of datasets...

adabag
 Referenced in 7 articles
[sw08024]
 adabag: Applies multiclass AdaBoost.M1, AdaBoostSAMME and Bagging. This package implements Freund and Schapire ... algorithm and Breiman’s Bagging algorithm using classification trees as individual classifiers. Once these classifiers...

KLIMT
 Referenced in 5 articles
[sw11027]
 algorithm with KLIMT. The paper deals with multiclass learning from the perspective of analytically interpreting ... SASSC) algorithm with the interactive visualization of classification trees provided by the KlassificationInteractive Methods...

ImbTreeEntropy
 Referenced in 2 articles
[sw40352]
 package for building entropybased classification trees on imbalanced datasets. In this paper, we propose ... package, named ImbTreeEntropy, for building binary and multiclass decision trees using generalized entropy functions, such...

FuRIA
 Referenced in 3 articles
[sw25134]
 discrimination of mental states, even for multiclass BCI. Once identified, the activity in these ... were interpretable and can lead to high classification accuracies...

ImbTreeAUC
 Referenced in 2 articles
[sw40353]
 ImbTreeAUC: An R package for building classification trees using the area under the ROC curve ... package, named ImbTreeAUC, for building binary and multiclass decision tree using the area under...

LibCVM
 Referenced in 1 article
[sw18879]
 label renaming supports BVM/CVM/CVMLS for largescale classification supports Core Vector Data Description (CVDD ... scale sparse leastsquares regression Pending features: multiclass CVM/BVM probabilistic output estimation...

multiDA
 Referenced in 1 article
[sw41735]
 which we call multiDA. Starting from multiclass diagonal DA classifiers which avoid the problem ... strengths of our model by showing strong classification performance on publicly available highdimensional datasets...

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