Multiclass classification

Results: 118



#Item
51Decision theory / Scoring rule / Bayes estimator / Support vector machine / Statistics / Statistical classification / Probability and statistics

Composite Multiclass Losses Elodie Vernet ENS Cachan Robert C. Williamson

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2011-10-26 17:37:59
52Ensemble learning / AdaBoost / Classifier / Naive Bayes classifier / Boosting / Multiclass classification / Binary classification / Support vector machine / Random forest / Machine learning / Statistics / Statistical classification

Empirical Investigation of Multi-tier Ensembles for the Detection of Cardiac Autonomic Neuropathy Using Subsets of the Ewing Features J. Abawajy1 , A.V. Kelarev1 , A. Stranieri2 , H.F. Jelinek3 1

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Source URL: ceur-ws.org

Language: English - Date: 2012-11-26 06:31:24
53Statistical classification / Operator theory / Machine learning / Support vector machines / Projection / Positive-definite kernel / Normal distribution / Function / Statistics / Mathematical analysis / Mathematics

1 Training and Approximation of a Primal Multiclass Support Vector Machine Alexander Zien1,2 and Fabio De Bona1 and Cheng Soon Ong1,2

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Source URL: www.ong-home.my

Language: English - Date: 2013-12-12 02:50:01
54Support vector machine / Statistical classification / Supervised learning / Perceptron / Regression analysis / Empirical risk minimization / Kernel trick / Pattern recognition / Least squares support vector machine / Statistics / Machine learning / Computational statistics

One-sided Support Vector Regression for Multiclass Cost-sensitive Classification Han-Hsing Tu Hsuan-Tien Lin

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Source URL: www.icml2010.org

Language: English - Date: 2010-06-13 09:06:40
55Artificial intelligence / Support vector machine / Supervised learning / Multiclass classification / Margin classifier / Multiple-instance learning / Classifier chains / Book:Machine Learning - The Complete Guide / Statistics / Machine learning / Statistical classification

YAKHNENKO, O. AND HONAVAR, V.: MULTI-INSTANCE MULTI-LABEL LEARNING 1 Multi-Instance Multi-Label Learning for Image Classification with Large Vocabularies

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Source URL: www.cs.iastate.edu

Language: English - Date: 2011-08-29 20:36:54
56Multiclass classification / Classifier / Classification rule / Support vector machine / Attribute / Statistics / Statistical classification / Naive Bayes classifier

AVT-NBL: An Algorithm for Learning Compact and Accurate Na¨ıve Bayes Classifiers from Attribute Value Taxonomies and Data Jun Zhang and Vasant Honavar Artificial Intelligence Research Laboratory Department of Computer

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Source URL: www.cs.iastate.edu

Language: English - Date: 2005-10-30 21:58:22
57Bayesian statistics / Neural networks / Support vector machine / Naive Bayes classifier / Linear discriminant analysis / Multiclass classification / Pattern recognition / Normal distribution / Artificial neural network / Statistics / Statistical classification / Machine learning

2011 IEEE International Conference on Robotics and Automation Shanghai International Conference Center May 9-13, 2011, Shanghai, China Multi-Class Classification of Vegetation in Natural Environments Using an Unmanned Ae

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Source URL: www-personal.acfr.usyd.edu.au

Language: English - Date: 2015-01-05 23:35:42
58Ensemble learning / Supervised learning / Multi-label classification / Multiclass classification / Regression analysis / Feature selection / Boosting / Correlation and dependence / Classifier chains / Statistics / Machine learning / Statistical classification

Mach Learn manuscript No. (will be inserted by the editor) Efficient Max-Margin Multi-Label Classification with Applications to Zero-Shot Learning Bharath Hariharan · S. V. N. Vishwanathan ·

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Source URL: www.cs.berkeley.edu

Language: English - Date: 2012-04-02 22:06:30
59Infrared imaging / Signal processing / Filter / Hyperspectral imaging / Feature selection / Support vector machine / Linear classifier / Electronic filter / Statistics / Statistical classification / Spectroscopy

Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions. Devis Tuiaa , R´emi Flamaryb , Nicolas Courtyc b Laboratoire a Department of Geography, University of Zurich, Switz

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Source URL: remi.flamary.com

Language: English - Date: 2015-01-14 03:20:20
60Learning / Ensemble learning / Support vector machine / Multiclass classification / Perceptron / Hinge loss / AdaBoost / Cross-validation / Statistics / Machine learning / Statistical classification

Multiclass Boosting with Hinge Loss based on Output Coding Tianshi Gao Electrical Engineering Department, Stanford, CA[removed]USA Daphne Koller Computer Science Department, Stanford, CA[removed]USA

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Source URL: ai.stanford.edu

Language: English - Date: 2012-08-02 01:49:01
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