• LMNN

  • Referenced in 82 articles [sw29754]
  • metric learning algorithm to improve k-nearest neighbor classification by learning a generalized Euclidean metric ... Equation especially for nearest neighbor classification...
  • kknn

  • Referenced in 15 articles [sw04563]
  • Weighted k-Nearest Neighbors , Weighted k-Nearest Neighbors Classification, Regression and Clustering...
  • SVMlight

  • Referenced in 268 articles [sw04076]
  • transductive version of k-Nearest Neighbor is the Spectral Graph Transducer. SVMlight can also train ... large range of problems, including text classification [Joachims, 1999c][Joachims, 1998a], image recognition tasks, bioinformatics...
  • FNN

  • Referenced in 14 articles [sw14860]
  • fast k-nearest neighbor search algorithms and related applications including KNN classification, regression and information...
  • RoughSets

  • Referenced in 8 articles [sw31808]
  • instance selection, rule induction and classification based on nearest neighbors. RST was introduced by Zdzisław...
  • ML-KNN

  • Referenced in 74 articles [sw12923]
  • each unseen instance, its K nearest neighbors in the training set are firstly identified. After ... label sets of these neighboring instances, i.e. the number of neighboring instances belonging to each ... Yeast gene functional analysis, natural scene classification and automatic web page categorization, show that...
  • knncat

  • Referenced in 1 article [sw11056]
  • knncat: Nearest-neighbor Classification with Categorical Variables. Scale categorical variables in such...
  • QUINTA

  • Referenced in 2 articles [sw23015]
  • multilabel dataset, then a lazy nearest neighbor multilabel classification algorithm is used to predict...
  • AnnexML

  • Referenced in 5 articles [sw30153]
  • AnnexML: Approximate Nearest Neighbor Search for Extreme Multi-label Classification. Extreme multi-label classification methods ... have been widely used in Web-scale classification tasks such as Web page tagging ... training step, AnnexML constructs a k-nearest neighbor graph of label vectors and attempts...
  • TACOA

  • Referenced in 5 articles [sw35290]
  • TACOA - Taxonomic classification of environmental genomic fragments using a kernelized nearest neighbor approach. Results ... simply as ”unknown”. We compared the classification accuracy of TACOA with the latest intrinsic classifier...
  • statlearn

  • Referenced in 1 article [sw26563]
  • with OSU-SVM toolbox), K Nearest Neighbors (KNN) classification method, Generative classifiers (also called Bayesian...
  • iSS-Hyb-mRMR

  • Referenced in 3 articles [sw22414]
  • tested using various classification algorithms including K-nearest neighbor, probabilistic neural network, general regression neural...
  • Statistics Toolbox

  • Referenced in 18 articles [sw10157]
  • modeling data. You can use regression or classification for predictive modeling, generate random numbers ... means and hierarchical clustering, k-nearest neighbor search, Gaussian mixtures, and hidden Markov models...
  • yaImpute

  • Referenced in 7 articles [sw07226]
  • Observation Imputation and Evaluation Tools. Performs nearest neighbor-based imputation using one or more alternative ... multivariate adaptation of the random forest classification and regression techniques of Leo Breiman and Adele...
  • meanShiftR

  • Referenced in 1 article [sw32946]
  • mean shift classification using linear and k-d tree based nearest neighbor implementations...
  • Jubatus

  • Referenced in 0 articles [sw36957]
  • functionalities: Online Machine Learning Library: Classification, Regression, Recommendation (Nearest Neighbor Search), Graph Mining, Anomaly Detection...
  • shapeDTW

  • Referenced in 2 articles [sw15328]
  • distance measure in a nearest neighbor classifier (NN-shapeDTW) to classify time series, it beats ... time series datasets, with significantly improved classification accuracies. By using a properly designed local structure ... first distance measure under the nearest neighbor classifier scheme to significantly outperform DTW, which...
  • c_ml_stata

  • Referenced in 1 article [sw38737]
  • classification algorithms: tree, boosting, random forest, regularized multinomial, neural network, naive Bayes, nearest neighbor, support ... probabilities and predicted labels using the Bayes classification rule. This command makes...
  • DisTools

  • Referenced in 0 articles [sw32086]
  • tools for classification than the traditional approaches based on the nearest neighbor relations and template...
  • pvclass

  • Referenced in 1 article [sw23266]
  • package pvclass: P-Values for Classification. Computes nonparametric p-values for the potential class memberships ... statistic for the Gaussian model, ’k nearest neighbors’, ’weighted nearest neighbors’ or ’penalized logistic regression...