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A Review of Feature Reduction Methods for QSAR-Based Toxicity Prediction

Gabriel Idakwo, Joseph Luttrell, Minjun Chen, H. Hong, P. Gong, Chaoyang Zhang

2019Challenges and Advances in Computational Chemistry and Physics

DOI: 10.1007/978-3-030-16443-0_7

tlooto Summary

Different methods of eliminating redundant and irrelevant features to enhance prediction performance, increase interpretability, and reduce computational complexity are discussed.

Abstract

Abstract is not available.

Citation format

IDAKWO, Gabriel, et al. A review of feature reduction methods for QSAR-Based toxicity prediction. Challenges and Advances in Computational Chemistry and Physics, 2019.