Multiclass classification

Results: 118



#Item
81Machine learning / Statistical classification / Support vector machines / Functions and mappings / Empirical risk minimization / Hinge loss / Vector space / Convex optimization / Function / Mathematics / Statistics / Algebra

Multiclass Learning with Simplex Coding Youssef Mroueh],‡ , Tomaso Poggio] , Lorenzo Rosasco],‡ Jean-Jacques E. Slotine† ] - CBCL, McGovern Institute, MIT;† - IIT; † - ME, BCS, MIT arXiv:1209.1360v2 [stat.ML] 1

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Source URL: arxiv.org

Language: English - Date: 2012-09-16 20:08:29
82Level of measurement / Supervised learning / Support vector machine / Ordinal number / Perceptron / Total order / Multiclass classification / Learning to rank / Statistics / Machine learning / Statistical classification

1 Reduction from Cost-sensitive Ordinal Ranking to Weighted Binary Classification Hsuan-Tien Lin1 and Ling Li2

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Source URL: www.csie.ntu.edu.tw

Language: English - Date: 2011-10-30 10:00:54
83Parts of speech / Classifier / Naive Bayes classifier / Blog / Stylometry / Multiclass classification / Support vector machine / Plagiarism detection / Chinese classifier / Statistics / Statistical classification / Machine learning

On the Feasibility of Internet-Scale Author Identification Arvind Narayanan Hristo Paskov Neil Zhenqiang Gong John Bethencourt [removed]

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Source URL: www.cs.berkeley.edu

Language: English - Date: 2012-03-23 19:11:14
84Computational statistics / Ensemble learning / Data analysis / Resampling / Null / Bootstrapping / Statistical hypothesis testing / Support vector machine / Bootstrap aggregating / Statistics / Information / Statistical inference

Package ‘bootfs’ July 2, 2014 Type Package Title Use multiple feature selection algorithms to derive robust feature sets for two or multiclass classification problems. Version 1.4.2

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 11:23:14
85Binary classification / Linear classifier / Multiclass classification / Multi-label classification / Linear discriminant analysis / Receiver operating characteristic / Statistics / Statistical classification / Support vector machine

A MFoM Learning Approach to Robust Multiclass Multi-Label Text Categorization Sheng Gao [removed] Institute for Infocomm Research, 21 Heng Mui Keng Terrace, Singapore[removed]Wen Wu

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:19:52
86Support vector machine / Singular value decomposition / Trace / Singular value / Matrix / Linear classifier / Rank / Norm / Linear map / Algebra / Mathematics / Linear algebra

Uncovering Shared Structures in Multiclass Classification Yonatan Amit School of Computer Science and Engineering, The Hebrew University, Israel Michael Fink Center for Neural Computation, The Hebrew University, Israel

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:25:33
87Learning / Support vector machines / Perceptron / Kernel methods / Kernel trick / Machine learning / Statistics / Statistical classification

Multiclass Core Vector Machine S. Asharaf [removed] M. Narasimha Murty [removed] S. K. Shevade

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:25:20
88Statistical classification / Perceptron / Support vector machine / Sequential minimal optimization / Margin classifier / Pattern recognition / Vector space / Mathematical optimization / Positive-definite kernel / Machine learning / Statistics / Algebra

Solving MultiClass Support Vector Machines with LaRank Antoine Bordes†∗ [removed] L´ eon Bottou†

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:23:57
89Complex analysis

Journal of Machine Learning Research[removed]1025 Submitted 10/05; Revised 12/06; Published 5/07 On the Consistency of Multiclass Classification Methods Ambuj Tewari

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Source URL: jmlr.csail.mit.edu

Language: English - Date: 2007-05-14 15:45:02
    90Naive Bayes classifier / Binary classification / Gain / Boosting / Support vector machine / Receiver operating characteristic / Classifier / Æ / Ensemble learning / Statistics / Statistical classification / Multiclass classification

    Delegating Classifiers C´esar Ferri Dep. de Sist. Inform`atics i Computaci´o, Univ. Polit`ecnica de Val`encia, Spain. Peter Flach Department of Computer Science, University of Bristol, UK.

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    Source URL: www.machinelearning.org

    Language: English - Date: 2008-12-01 11:20:28
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