Drug-target interaction prediction via class imbalance-aware ensemble learning.

Ali Ezzat,Min Wu,Xiaoli Li,Chee Keong Kwoh

BMC Bioinformatics（2016）

引用 110|浏览119

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摘要

Our proposed method has improved the prediction performance over the existing work, thus proving the importance of addressing problems pertaining to class imbalance in the data.

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关键词

Between-class imbalance,Class imbalance,Drug-target interaction prediction,Ensemble learning,Small disjuncts,Within-class imbalance

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