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Yanhong Lin, Jing Wang, Xiaolin Li, Yuanzi Zhang and Shiguo Huang
Quantitative Structure?Activity Relationship (QSAR) aims to correlate molecular structure properties with corresponding bioactivity. Chance correlations and multicollinearity are two major problems often encountered when generating QSAR models. Feature s...
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Yuanzi Zhang, Jing Wang, Xiaolin Li, Shiguo Huang and Xiuli Wang
There are generally many redundant and irrelevant features in high-dimensional datasets, which leads to the decline of classification performance and the extension of execution time. To tackle this problem, feature selection techniques are used to screen...
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