
R
 Referenced in 5894 articles
[sw00771]
 modelling, classical statistical tests, timeseries analysis, classification, clustering, ...) and graphical techniques, and is highly...

LIBSVM
 Referenced in 804 articles
[sw04879]
 solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection are discussed...

CRAN
 Referenced in 279 articles
[sw04351]
 nonlinear modelling, statistical tests, time series analysis, classification, clustering, etc. Please consult the R project...

mclust
 Referenced in 190 articles
[sw00563]
 Normal Mixture Modeling for ModelBased Clustering, Classification, and Density Estimation , Normal Mixture Modeling fitted ... algorithm for ModelBased Clustering, Classification, and Density Estimation, including Bayesian regularization...

SVMlight
 Referenced in 238 articles
[sw04076]
 large range of problems, including text classification [Joachims, 1999c][Joachims, 1998a], image recognition tasks, bioinformatics...

CUTE
 Referenced in 178 articles
[sw14681]
 Additionally, as each problem includes a specific classification that is designed to be useful...

SnapPea
 Referenced in 138 articles
[sw06873]
 hints on the distribution and on possible classification schemes for hyperbolic 3manifolds, besides giving...

UTA Plus
 Referenced in 132 articles
[sw16225]
 problems of choice or of multi criteria classification on set A of actions. It constructs...

MINTO
 Referenced in 129 articles
[sw04587]
 programming relaxations. It also provides automatic constraint classification, preprocessing, primal heuristics and constraint generation. Moreover...

DistAl
 Referenced in 91 articles
[sw01746]
 attractive framework for the design of pattern classification systems. A new constructive neural network learning ... favorably with other learning algorithms for pattern classification...

randomForest
 Referenced in 91 articles
[sw10639]
 Breiman and Cutler’s random forests for classification and regression. Classification and regression based...

AutoClass
 Referenced in 67 articles
[sw26092]
 Autoclass  A Bayesian Approach to Classification. We describe a Bayesian approach to the unsupervised discovery ... maximal posterior probability parameters. We rate our classifications with an approximate posterior probability ... discuss the rationale behind our approach to classification. We give the mathematical development...

SimpleMKL
 Referenced in 50 articles
[sw12290]
 SimpleMKL can be applied beyond binary classification, for problems like regression, clustering (oneclass classification ... multiclass classification. Experimental results show that the proposed algorithm converges rapidly and that its efficiency ... some model selection problems related to multiclass classification problems...

NIMBUS
 Referenced in 62 articles
[sw04339]
 described. The algorithm is based on the classification of objective functions. At each iteration ... allowed to change freely. According to the classification, a new (multiobjective) optimization problem is formed...

SLIQ
 Referenced in 48 articles
[sw11759]
 fast scalable classifier for data mining. Classification is an important problem in the emerging field ... data mining. Although classification has been studied extensively in the past, most of the classification ... breadthfirst tree growing strategy to enable classification of diskresident datasets. SLIQ also uses...

KEEL
 Referenced in 83 articles
[sw06791]
 problems of various kinds including as regression, classification, unsupervised learning, etc. It includes evolutionary learning...

SIMPLIcity
 Referenced in 80 articles
[sw14893]
 image retrieval system, which uses semantics classification methods, a waveletbased approach for feature extraction...

CRACK
 Referenced in 56 articles
[sw07754]
 Applications of CRACK in the classification of integrable systems. The classifications of integrable systems...

LIBLINEAR
 Referenced in 77 articles
[sw04880]
 open source library for largescale linear classification. It supports logistic regression and linear support...

HandTill2001
 Referenced in 52 articles
[sw11200]
 under the ROC curve for multiple class classification problems The area under the ROC curve ... widely used measure of performance of supervised classification rules. It has the attractive property that...