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Improving classification performance using metaclasses
SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483), 2004In this paper we propose a new methodology to improve the performance of classifiers on relatively difficult classification problems with complex boundaries between classes, overlapping classes, and a lack of sufficient number of samples for some classes. We investigate the use of contextual information to overcome such problems, especially in the case
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Performance Prediction for Classification Systems
1999Performance prediction for classification systems is important. We present new techniques for such predictions in settings where data items are to be classified into two categories. Our results can be integrated into existing classification systems and provide an accurate and predictable tool for data mining.
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Performance of Automated Image Classification
SSRN Electronic Journal, 2022Keno Tetzlaff +2 more
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Performance Analysis of Classification Algorithms
2023A. Prakash, Vijender Kumar Solanki
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Classification of Dialysis Membranes by Performance
2015T, Akizawa, E, Kinugasa, T, Ideura
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New approach to cancer therapy based on a molecularly defined cancer classification
Ca-A Cancer Journal for Clinicians, 2014Javier Cortes +2 more
exaly
Soft Tissue Tumors: Classification and Principles of Management
Ca-A Cancer Journal for Clinicians, 1968Tapas K. Das Gupta
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