• SMOTE

• Referenced in 125 articles [sw34239]
• Technique. An approach to the construction of classifiers from imbalanced datasets is described. A dataset ... means of increasing the sensitivity of a classifier to the minority class. This paper shows ... majority (normal) class can achieve better classifier performance (in ROC space) than only under-sampling ... sampling the majority class can achieve better classifier performance (in ROC space) than varying...

• PASCAL VOC

• Referenced in 119 articles [sw36507]
• identified; and the use of a joint classifier over the submitted algorithms in order...

• e1071

• Referenced in 96 articles [sw07985]
• shortest path computation, bagged clustering, naive Bayes classifier...

• OpenCV

• Referenced in 93 articles [sw11376]
• detect and recognize faces, identify objects, classify human actions in videos, track camera movements, track...

• SLIQ

• Referenced in 49 articles [sw11759]
• SLIQ: A fast scalable classifier for data mining. Classification is an important problem ... paper discusses issues in building a scalable classifier and presents the design of SLIQ ... classifier. SLIQ is a decision tree classifier that can handle both numeric and categorical attributes ... scale for large data sets and classify data sets irrespective of the number of classes...

• SIMPLIcity

• Referenced in 86 articles [sw14893]
• color, texture, shape, and location. The system classifies images into semantic categories. Potentially, the categorization...

• 4eMka2

• Referenced in 53 articles [sw16168]
• classification rules from a set of already classified examples. These rules could be used ... user is simplified to preparation of the classified examples set and analysis of induced rules...

• RegulonDB

• Referenced in 51 articles [sw25948]
• supported by their corresponding evidences, now classified as strong or weak. Transcription factors are classified...

• ROBPCA

• Referenced in 66 articles [sw11592]
• produces a diagnostic plot that displays and classifies the outliers. We apply the algorithm...

• NIMBUS

• Referenced in 63 articles [sw04339]
• iteration, a decision maker is asked to classify the objective functions into up to five...

• Euk-mPLoc

• Referenced in 42 articles [sw26860]
• mPLoc: a fusion classifier for large-scale eukaryotic protein subcellular location prediction by incorporating multiple ... overcome such a barrier, a new ensemble classifier, named Euk-mPLoc, was developed that...

• Protege

• Referenced in 58 articles [sw17512]
• define ontologies. It also includes deductive classifiers to validate that models are consistent...

• Cohn-Kanade

• Referenced in 56 articles [sw04974]
• recognition, a linear support vector machine (SVM) classifier with leave-one-out subject cross-validation...

• bnlearn

• Referenced in 56 articles [sw08265]
• Tree-Augmented Naive Bayes (TAN) classifiers are also implemented. Some utility functions (model comparison...

• Memtype-2L

• Referenced in 39 articles [sw16472]
• Matrix) vectors, and by containing an ensemble classifier formed by fusing many powerful individual ... Optimized Evidence-Theoretic K-Nearest Neighbor) classifiers. The success rates obtained by MemType...

• iLoc-Euk

• Referenced in 37 articles [sw22434]
• iLoc-Euk: a multi-label classifier for predicting the subcellular localization of singleplex and multiplex ... benchmark dataset of eukaryotic proteins classified into the following 22 location sites: (1) acrosome...

• Hum-PLoc

• Referenced in 24 articles [sw26863]
• PLoc: a novel ensemble classifier for predicting human protein subcellular localization. Predicting subcellular localization ... such a representation frame, a novel ensemble classifier, called ”Hum-PLoc”, was developed by fusing ... many basic individual classifiers through a voting system. The ”engine” of these basic classifiers ... demonstration, tests were performed with the ensemble classifier for human proteins among the following...

• GHC

• Referenced in 43 articles [sw23765]
• guard. Although Guarded Horn Clauses can be classified into the family of logic programming languages...

• HLM

• Referenced in 42 articles [sw06516]
• individual subjects of study may be classified or arranged in groups which themselves have qualities...

• CUSPARSE

• Referenced in 42 articles [sw07887]
• library routines can be classified into four categories: Level 1: operations between a vector...