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The linear regression (LR) and non-linear regression methods – grid search-support vector machine (GS-SVM) and projection pursuit regression (PPR) were used to develop quantitative structure–activity relationship (QSAR) models for a series of derivatives of naphthalene, benzofurane and indole with respect to their affinities to MT3/quinone reductase 2 (QR2) melatonin binding site. Five molecular descriptors...
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