Skip to search formSkip to main contentSkip to account menu

Binary classification

Known as: Binary classifier, Binary categorization, Binary test 
Binary or binomial classification is the task of classifying the elements of a given set into two groups on the basis of a classification rule… 
Wikipedia (opens in a new tab)

Related topics

Related topics

35 relations
Automatic summarizationBayesian networkCalibration (statistics)Complexity

Broader (2)

Machine learningStatistical classification

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2013
2013
VILO: a rapid learning nearest-neighbor classifier for malware triage
VILO is a lazy learner system designed for malware classification and triage. It implements a nearest neighbor (NN) algorithm… 
2013
2013
NAIST at 2013 CoNLL Grammatical Error Correction Shared Task
This paper describes the Nara Institute of Science and Technology (NAIST) error correction system in the CoNLL 2013 Shared Task… 
2013
2013
Fast Object Detection with Entropy-Driven Evaluation
Cascade-style approaches to implementing ensemble classifiers can deliver significant speed-ups at test time. While highly… 
Highly Cited
2006
Highly Cited
2006
Granular SVM with Repetitive Undersampling for Highly Imbalanced Protein Homology Prediction
Highly imbalanced classification is important and increasingly common with emergence of new machine learning application domains… 
2006
2006
Manifold-Ranking-Based Keyword Propagation for Image Retrieval
A novel keyword propagation method is proposed for image retrieval based on a recently developed manifold-ranking algorithm. In… 
2005
2005
Filtering-Ranking Perceptron Learning for Partial Parsing
This work introduces a general phrase recognition system based on perceptrons, and a global online learning algorithm to train… 
2005
2005
Data fusion for fault diagnosis using multi-class Support Vector Machines
Multi-source multi-class classification methods based on multi-class Support Vector Machines and data fusion strategies are… 
Review
2003
Review
2003
Classification of Emotions in Internet Chat: An Application of Machine Learning Using Speech Phonemes
This article reports our progress in the classification of expressions of emotion in network-based chat conversations. Emotion… 
Highly Cited
2003
Highly Cited
2003
Learning cross-document structural relationships using boosting
Multi-document discoure analysis has emerged with the potential of improving various information retrieval applications. Based on… 
2001
2001
An empirical study of design and testing of hybrid evolutionary–neural approach for classification
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)