
R
 Referenced in 8836 articles
[sw00771]
 modelling, classical statistical tests, timeseries analysis, classification, clustering, ...) and graphical techniques, and is highly...

LIBSVM
 Referenced in 1124 articles
[sw04879]
 solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection are discussed...

CRAN
 Referenced in 502 articles
[sw04351]
 nonlinear modelling, statistical tests, time series analysis, classification, clustering, etc. Please consult the R project...

mclust
 Referenced in 272 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 263 articles
[sw04076]
 large range of problems, including text classification [Joachims, 1999c][Joachims, 1998a], image recognition tasks, bioinformatics...

randomForest
 Referenced in 167 articles
[sw10639]
 Breiman and Cutler’s random forests for classification and regression. Classification and regression based...

CUTE
 Referenced in 222 articles
[sw14681]
 Additionally, as each problem includes a specific classification that is designed to be useful...

PASCAL VOC
 Referenced in 124 articles
[sw36507]
 competition and workshop. There are five challenges: classification, detection, segmentation, action classification, and person layout...

SnapPea
 Referenced in 158 articles
[sw06873]
 hints on the distribution and on possible classification schemes for hyperbolic 3manifolds, besides giving...

LIBLINEAR
 Referenced in 148 articles
[sw04880]
 open source library for largescale linear classification. It supports logistic regression and linear support...

UTA Plus
 Referenced in 147 articles
[sw16225]
 problems of choice or of multi criteria classification on set A of actions. It constructs...

rpart
 Referenced in 138 articles
[sw07115]
 partitioning and regression trees. Recursive partitioning for classification, regression and survival trees. An implementation...

DistAl
 Referenced in 99 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...

MINTO
 Referenced in 135 articles
[sw04587]
 programming relaxations. It also provides automatic constraint classification, preprocessing, primal heuristics and constraint generation. Moreover...

SMOTE
 Referenced in 132 articles
[sw34239]
 described. A dataset is imbalanced if the classification categories are not approximately equally represented. Often...

SimpleMKL
 Referenced in 63 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...

AutoClass
 Referenced in 68 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...

KEEL
 Referenced in 105 articles
[sw06791]
 problems of various kinds including as regression, classification, unsupervised learning, etc. It includes evolutionary learning...

CMAR
 Referenced in 50 articles
[sw28406]
 CMAR: accurate and efficient classification based on multiple classassociation rules. Previous studies propose that ... associative classification has high classification accuracy and strong flexibility at handling unstructured data. However ... mined rules and sometimes biased classification or overfitting since the classification is based on only ... rule. The authors propose a new associative classification method, CMAR, i.e., Classification based on Multiple...

Pegasos
 Referenced in 98 articles
[sw08752]
 particularly well suited for large text classification problems, where we demonstrate an orderofmagnitude...