• SimpleMKL

  • Referenced in 69 articles [sw12290]
  • classification, for problems like regression, clustering (one-class classification) or multiclass classification. Experimental results show...
  • dd_tools

  • Referenced in 9 articles [sw14334]
  • evaluation functions for the research of one-class classification (or data description). In dd_tools ... extends (and sometimes restricts) it to one-class classification. This means, that before...
  • O-PCF

  • Referenced in 2 articles [sw38202]
  • algorithm for one-class classification. One-class classification, or outlier detection, is of great importance ... properly obtained from only one target class. The problem has many applications in various areas ... this paper, we develop a novel one-class classification algorithm called the one-class polyhedral...
  • DARCLASS

  • Referenced in 17 articles [sw06195]
  • define a partial ordering on the problem class and incorporate it in the computer program ... classification of all problems into one of three complexity classes: solvable in polynomial time...
  • LiblineaR

  • Referenced in 5 articles [sw25718]
  • main features of LiblineaR include multi-class classification (one-vs-the rest, and Crammer & Singer...
  • SVM

  • Referenced in 31 articles [sw14904]
  • Classification with Nearest Point Algorithm; Multiclass SVM : one against all, one against one ... Classification/Regression; SVM epsilon and nu regression; One-Class SVM; Regularisation Networks; SVM bounds (Span estimate...
  • JNCC2

  • Referenced in 3 articles [sw14444]
  • that it returns imprecise classifications (i.e., more than one class) when faced with doubtful instances ... NCC2 returns imprecise judgments on instances whose classification is truly doubtful; in fact, NBC achieves...
  • MeLOn

  • Referenced in 2 articles [sw40846]
  • Support vector machine for regression; One-class support vector classification; Convex hull of point cloud...
  • fakequadrics

  • Referenced in 6 articles [sw34706]
  • Commensurability classes of fake quadrics. A fake quadric is a smooth projective surface that ... biholomorphic to one. We provide an explicit classification of all irreducible fake quadrics according ... commensurability class of their fundamental group. To accomplish this task, we develop a number...
  • ThunderSVM

  • Referenced in 2 articles [sw26685]
  • functionalities -- including classification (SVC), regression (SVR) and one-class SVMs -- of LibSVM and uses identical...
  • NSVMOOP

  • Referenced in 4 articles [sw14484]
  • one optimization problem (NSVMOOP) for binary classification. Our NSVMOOP is formulated aiming to separate classes...
  • Multi-imbalance

  • Referenced in 1 article [sw33185]
  • multi-class imbalance learning, Knowledge-Based Systems. Imbalance classification is one of the most challenging ... problems in machine learning. Techniques for two-class imbalance classification are relatively mature nowadays...
  • ilastik

  • Referenced in 9 articles [sw08747]
  • image classification and segmentation in up to three spatial and one spectral dimension. Using ... interface for labeling an arbitrary number of classes in the images. These labels, along with...
  • SVM Toolbox

  • Referenced in 9 articles [sw14742]
  • efficiency. Support for multi-class support vector classification using max wins, pairwise ... alpha bound [6,7] on the leave-one-out cross-validation error). Object oriented design...
  • BioMark

  • Referenced in 5 articles [sw14240]
  • Class Discrimination Problems. Variable selection methods are provided for several classification methods: the lasso/elastic ... approaches for selecting cutoffs can be used, one based on the stability of model coefficients...
  • iATC-mHyb

  • Referenced in 21 articles [sw24529]
  • hybrid multi-label classifier for predicting the classification of anatomical therapeutic chemicals. Recommended ... into 14 main ATC (Anatomical Therapeutic Chemical) classes according to their therapeutic and chemical characteristics ... method to fast identify which ATC class or classes it belongs to? The information thus ... problem is by no means an easy one since some drug compounds may belong...
  • Esub8

  • Referenced in 3 articles [sw35648]
  • typical classification problem; consequently, a one-against-one (1-v-1) multi-class support vector...
  • CAR-Miner

  • Referenced in 2 articles [sw36167]
  • mining class-association rules. Building a high accuracy classifier for classification is a problem ... real applications. One high accuracy classifier used for this purpose is based on association rules ... some researches showed that classification based on association rules (or class-association rules – CARs ... execution time for mining CARs is one of the main problems with this method that...
  • Grad-CAM

  • Referenced in 23 articles [sw35098]
  • resolution class-discriminative visualization and apply it to off-the-shelf image classification, captioning ... based architectures. In the context of image classification models, our visualizations (a) lend insights into ... discern a ’stronger’ nodel from a ’weaker’ one even when both make identical predictions...
  • BlaPred

  • Referenced in 4 articles [sw27728]
  • subsequent classification into Ambler’s class and sub-classes. The prediction model is based ... input and have been trained using leave one out cross-validation approach on a dataset...