Ridge regression ensemble for toxicity prediction

Traditional methods of assessing chemical toxicity of various compounds require tests on animals, which raises ethical concerns and is expensive. Current legislation may lead to a further increase of demand for laboratory animals in the next years. As a result, automatically generated predictions using Quantitative Structure

• Type: Journal
• Year: 2010
• Where: PROCEDIA
• Authors: Marcin Budka, Bogdan Gabrys
• Keywords: Applied Computing, Chemical Space, Prediction, PROCEDIA 2010, Quantitative Structure­Activity Relationship