• HandTill2001

  • Referenced in 58 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...
  • CRACK

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

  • Referenced in 56 articles [sw12678]
  • SSVM: A smooth support vector machine for classification. Smoothing methods, extensively used for solving important ... support vector machine for pattern classification using a completely arbitrary kernel. We term such reformulation...
  • Pegasos

  • Referenced in 75 articles [sw08752]
  • particularly well suited for large text classification problems, where we demonstrate an order-of-magnitude...
  • GeM

  • Referenced in 74 articles [sw00332]
  • produces output in the canonical form. Classification of symmetries and conservation laws with respect...
  • LMNN

  • Referenced in 49 articles [sw29754]
  • learning algorithm to improve k-nearest neighbor classification by learning a generalized Euclidean metric Equation ... especially for nearest neighbor classification...
  • rda

  • Referenced in 68 articles [sw06091]
  • Shrunken Centroids Regularized Discriminant Analysis for the classification purpose in high dimensional data...
  • Kernlab

  • Referenced in 67 articles [sw07926]
  • Kernel-based machine learning methods for classification, regression, clustering, novelty detection, quantile regression and dimensionality...
  • PGMM

  • Referenced in 65 articles [sw07981]
  • models. Carries out model-based clustering or classification using parsimonious Gaussian mixture models...
  • SVMTorch

  • Referenced in 65 articles [sw12121]
  • London: MIT Press (1998; Zbl 0935.68084)] for classification problems, but adapted to regression problems. With...
  • SPRINT

  • Referenced in 37 articles [sw11760]
  • scalable parallel classifier for data mining. Classification is an important data mining problem. Although classification ... well-studied problem, most of the current classification algorithms require that all or a portion ... present a new decision-tree-based classification algorithm, called SPRINT that removes...
  • PALP

  • Referenced in 59 articles [sw00672]
  • time consuming tasks such as the classification of reflexive polyhedra in 4 dimensions...
  • caret

  • Referenced in 42 articles [sw08031]
  • package caret: Classification and Regression Training. Misc functions for training and plotting classification and regression...
  • BayesTree

  • Referenced in 57 articles [sw07995]
  • simulation experiment and on a drug discovery classification problem...
  • GeneSrF

  • Referenced in 56 articles [sw08254]
  • tool for gene selection in classification problems that uses random forest. Two approaches for gene...
  • SODAS

  • Referenced in 55 articles [sw00885]
  • base, distance matrix for symbolic objects, divisible classification of symbolic data, symbolic kernel discriminant analysis...
  • fda.usc

  • Referenced in 39 articles [sw14011]
  • measurements, atypical curves detection, regression models, supervised classification, unsupervised classification and functional analysis of variance...
  • DAVID

  • Referenced in 39 articles [sw17292]
  • DAVID Gene Functional Classification Tool: a novel biological module-centric algorithm to functionally analyze large ... gene lists. The DAVID Gene Functional Classification Tool http://david.abcc.ncifcrf.gov uses a novel agglomeration algorithm...
  • classifyCeq.lib

  • Referenced in 33 articles [sw11249]
  • classification of simple singularities in positive characteristic. The aim of the article is to describe ... classification of simple isolated hypersurface singularities over a field of positive characteristic by certain invariants ... description of the algorithms to compute the classification which we have implemented in the Singular...
  • MULAN

  • Referenced in 51 articles [sw08062]
  • label data. It offers a variety of classification, ranking, thresholding and dimensionality reduction algorithms...