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ROC plot for the three machine learning models generated using (A) 154 descriptors.

By Salma Jamal (754296), Sukriti Goyal (754297), Asheesh Shanker (754298) and Abhinav Grover (185963)

Abstract

<p>(B) 10 BestFirst descriptors.</p

Topics: Biological Sciences, Large unscreened chemical libraries, glutamate receptors, substructure fragment analysis, memory loss, compound, 2 D, neurodegenerative disorder, novel hits, NMDR, predefined dictionary.ResultsThe, binding mechanisms, Sequential Minimization Optimization, Substructure fingerprint, docking methods, drug discovery process, substructure patterns, chemical libraries, docking protocol, Reduced Cognitive Deficits, random forest, root cause, molecule, chemical descriptors, study deals, STEP inhibitors, algorithm, target protein, MD simulation studies
Year: 2015
DOI identifier: 10.1371/journal.pone.0129370.g001
OAI identifier: oai:figshare.com:article/1448479
Provided by: FigShare
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