• HandTill2001

  • Referenced in 64 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...
  • NIMBUS

  • Referenced in 63 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...
  • Kernlab

  • Referenced in 86 articles [sw07926]
  • Kernel-based machine learning methods for classification, regression, clustering, novelty detection, quantile regression and dimensionality...
  • GeM

  • Referenced in 85 articles [sw00332]
  • produces output in the canonical form. Classification of symmetries and conservation laws with respect...
  • SIMPLIcity

  • Referenced in 85 articles [sw14893]
  • image retrieval system, which uses semantics classification methods, a wavelet-based approach for feature extraction...
  • SLIQ

  • Referenced in 49 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 ... breadth-first tree growing strategy to enable classification of disk-resident datasets. SLIQ also uses...
  • caret

  • Referenced in 60 articles [sw08031]
  • package caret: Classification and Regression Training. Misc functions for training and plotting classification and regression...
  • SSVM

  • Referenced in 60 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...
  • rda

  • Referenced in 82 articles [sw06091]
  • Shrunken Centroids Regularized Discriminant Analysis for the classification purpose in high dimensional data...
  • CRACK

  • Referenced in 57 articles [sw07754]
  • Applications of CRACK in the classification of integrable systems. The classifications of integrable systems...
  • DAVID

  • Referenced in 57 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...
  • PGMM

  • Referenced in 69 articles [sw07981]
  • models. Carries out model-based clustering or classification using parsimonious Gaussian mixture models...
  • SVMTorch

  • Referenced in 67 articles [sw12121]
  • London: MIT Press (1998; Zbl 0935.68084)] for classification problems, but adapted to regression problems. With...
  • SPRINT

  • Referenced in 38 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 65 articles [sw00672]
  • time consuming tasks such as the classification of reflexive polyhedra in 4 dimensions...
  • GeneSrF

  • Referenced in 65 articles [sw08254]
  • tool for gene selection in classification problems that uses random forest. Two approaches for gene...
  • SODAS

  • Referenced in 64 articles [sw00885]
  • base, distance matrix for symbolic objects, divisible classification of symbolic data, symbolic kernel discriminant analysis...
  • fda.usc

  • Referenced in 45 articles [sw14011]
  • measurements, atypical curves detection, regression models, supervised classification, unsupervised classification and functional analysis of variance...
  • FLINTSTONES

  • Referenced in 61 articles [sw17950]
  • researchers working in the field of classification or fuzzy sets and systems will find...
  • penalizedLDA

  • Referenced in 43 articles [sw11350]
  • package penalizedLDA: Penalized classification using Fisher’s linear discriminant. Implements the penalized LDA proposal ... Witten and Tibshirani (2011), Penalized classification using Fisher’s linear discriminant...