Dissecting Machine-Learning Prediction of Molecular Activity: Is an Applicability Domain Needed for Quantitative Structure–Activity Relationship Models Based on Deep Neural Networks?

Document Details

Document Type
Pub Defense Publication
Publication Date
Nov 09, 2018
Source ID
10.1021/acs.jcim.8b00348

Entities

People

  • Anders Wallqvist
  • Hao Wang
  • Kyle P. Glover
  • Michael G Feasel
  • Ruifeng Liu

Organizations

  • Defense Threat Reduction Agency
  • Edgewood Chemical Biological Center
  • United States Army
  • United States Army Medical Research and Development Command
  • United States Department of Defense

Tags

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks