Instance-based entropy fuzzy support vector machine for imbalanced data

11 Jul 2018Poongjin ChoMinhyuk LeeWoojin Chang

Imbalanced classification has been a major challenge for machine learning because many standard classifiers mainly focus on balanced datasets and tend to have biased results towards the majority class. We modify entropy fuzzy support vector machine (EFSVM) and introduce instance-based entropy fuzzy support vector machine (IEFSVM)... (read more)

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