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Error-Correcting Output Coding Corrects Bias and Variance

International Conference on Machine Learning, pp.313-321, (1995)

引用436|浏览32
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Previous research has shown that a technique called error-correcting output coding (ECOC) can dramatically improve the classification accuracy of supervised learning algorithms that learn to classify data points into one of k ≫ 2 classes. This paper presents an investigation of why the ECOC technique works, particularly when employed with...更多

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