• SVMlight

  • Referenced in 268 articles [sw04076]
  • local search. A detailed description of the algorithm can be found in [Joachims, 1999c ... large range of problems, including text classification [Joachims, 1999c][Joachims, 1998a], image recognition tasks, bioinformatics...
  • ORCA

  • Referenced in 11 articles [sw26304]
  • ORCA (Ordinal Regression and Classification Algorithms) is a MATLAB framework that implements and integrates...
  • LightGBM

  • Referenced in 24 articles [sw27912]
  • framework based on decision tree algorithms, used for ranking, classification and many other machine learning...
  • CorClass

  • Referenced in 5 articles [sw01932]
  • Correlated association rule mining for classification. A novel algorithm, CorClass, that integrates association rule mining ... associations rules for classification by employing a branch-and-bound algorithm. Previous techniques (such ... evaluated and compared to existing associative classification algorithms such as CBA, CMAR and rule induction...
  • Flavia

  • Referenced in 15 articles [sw22234]
  • Flavia: a Leaf Recognition Algorithm for Plant Classification using PNN (Probabilistic Neural Network). The purpose...
  • MALLET

  • Referenced in 23 articles [sw10602]
  • document classification: efficient routines for converting text to ”features”, a wide variety of algorithms (including ... several commonly used metrics. In addition to classification, MALLET includes tools for sequence tagging ... such as named-entity extraction from text. Algorithms include Hidden Markov Models, Maximum Entropy Markov...
  • ASSAM

  • Referenced in 6 articles [sw13842]
  • have developed an iterative relational classification algorithm for semantically classifying Web Services, their operations...
  • ML-KNN

  • Referenced in 74 articles [sw12923]
  • from the traditional K-nearest neighbor (KNN) algorithm. In detail, for each unseen instance ... Yeast gene functional analysis, natural scene classification and automatic web page categorization, show that ... some well-established multi-label learning algorithms...
  • teigen

  • Referenced in 19 articles [sw07950]
  • package teigen: Model-based clustering and classification with the multivariate t-distribution. Fits multivariate ... multi-cycle ECM algorithm under a clustering or classification paradigm...
  • Mixmod

  • Referenced in 37 articles [sw06991]
  • variety of algorithms to estimate the mixture parameters are proposed (EM, Classification EM, Stochastic...
  • ada

  • Referenced in 17 articles [sw09505]
  • Boosting. Boosting is an iterative algorithm that combines simple classification rules with ”mediocre” performance ... error rate to produce a highly accurate classification rule. Stochastic gradient boosting provides an enhancement ... extension to the multi-class case. The algorithms are illustrated with synthetic and real data...
  • NeXCLass

  • Referenced in 4 articles [sw00619]
  • evaluation criteria and implements a novel classification algorithm based on multicriteria analysis and outranking relations ... value. NexClass DSS implements the above classification algorithm, providing a user-friendly interface, which supports...
  • GEMS

  • Referenced in 6 articles [sw36893]
  • first conducted a comprehensive evaluation of classification algorithms using 11 cancer microarray datasets. In this...
  • FL-GrCCA

  • Referenced in 4 articles [sw00296]
  • issues. A fuzzy lattice granular computing classification algorithm, or FL-GrCCA for short, is proposed ... here in the framework of fuzzy lattices. Algorithm FL-GrCCA computes a fuzzy inclusion relation ... isomorphic mapping between lattices. Changeable classification granules are computed with a dilation operator using, conditionally ... GrCCA with the performance of popular classification algorithms, including support vector machines (SVMs...
  • FURIA

  • Referenced in 14 articles [sw19135]
  • based classification method called FURIA, which is short for Fuzzy Unordered Rule Induction Algorithm. FURIA ... extends the well-known RIPPER algorithm, a state-of-the-art rule learner, while preserving ... classifiers such as C4.5, in terms of classification accuracy...
  • CodepthThree

  • Referenced in 5 articles [sw12131]
  • rings of embedding codepth 3: a classification algorithm. Let I be an ideal ... classification of such local rings. We describe the Macaulay2 package CodepthThree that implements an algorithm...
  • DeepWalk

  • Referenced in 71 articles [sw39604]
  • latent representations on several multi-label network classification tasks for social networks such as BlogCatalog ... also scalable. It is an online learning algorithm which builds useful incremental results ... real world applications such as network classification, and anomaly detection...
  • RecordLinkage

  • Referenced in 5 articles [sw27889]
  • approach are implemented as well as classification algorithms from the machine learning domain...
  • evtree

  • Referenced in 12 articles [sw14304]
  • Trees. Commonly used classification and regression tree methods like the CART algorithm are recursive partitioning ... package implements an evolutionary algorithm for learning globally optimal classification and regression trees...
  • libagf

  • Referenced in 5 articles [sw05808]
  • fastest and most accurate supervised statistical classification algorithms in the world. These include: matching kernel...