
R
 Referenced in 9832 articles
[sw00771]
 modelling, classical statistical tests, timeseries analysis, classification, clustering, ...) and graphical techniques, and is highly...

LIBSVM
 Referenced in 1185 articles
[sw04879]
 solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection are discussed...

CRAN
 Referenced in 550 articles
[sw04351]
 nonlinear modelling, statistical tests, time series analysis, classification, clustering, etc. Please consult the R project...

mclust
 Referenced in 308 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...

randomForest
 Referenced in 193 articles
[sw10639]
 Breiman and Cutler’s random forests for classification and regression. Classification and regression based...

SVMlight
 Referenced in 264 articles
[sw04076]
 large range of problems, including text classification [Joachims, 1999c][Joachims, 1998a], image recognition tasks, bioinformatics...

CUTE
 Referenced in 226 articles
[sw14681]
 Additionally, as each problem includes a specific classification that is designed to be useful...

PASCAL VOC
 Referenced in 139 articles
[sw36507]
 competition and workshop. There are five challenges: classification, detection, segmentation, action classification, and person layout...

SnapPea
 Referenced in 163 articles
[sw06873]
 hints on the distribution and on possible classification schemes for hyperbolic 3manifolds, besides giving...

LIBLINEAR
 Referenced in 161 articles
[sw04880]
 open source library for largescale linear classification. It supports logistic regression and linear support...

KEEL
 Referenced in 153 articles
[sw06791]
 problems of various kinds including as regression, classification, unsupervised learning, etc. It includes evolutionary learning...

rpart
 Referenced in 153 articles
[sw07115]
 partitioning and regression trees. Recursive partitioning for classification, regression and survival trees. An implementation...

SMOTE
 Referenced in 152 articles
[sw34239]
 described. A dataset is imbalanced if the classification categories are not approximately equally represented. Often...

UTA Plus
 Referenced in 149 articles
[sw16225]
 problems of choice or of multi criteria classification on set A of actions. It constructs...

DistAl
 Referenced in 103 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...

SimpleMKL
 Referenced in 68 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...

caret
 Referenced in 83 articles
[sw08031]
 package caret: Classification and Regression Training. Misc functions for training and plotting classification and regression...

LMNN
 Referenced in 82 articles
[sw29754]
 learning algorithm to improve knearest neighbor classification by learning a generalized Euclidean metric Equation ... especially for nearest neighbor classification...

AutoClass
 Referenced in 70 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...