The Trade-Off between Accuracy and Comprehensibility for Predictive In Silico Modeling
2011 (English)In: Future Medicinal Chemistry, ISSN 1756-8919, E-ISSN 1756-8927, Vol. 3, no 6, p. 647-663Article in journal (Refereed) Published
Place, publisher, year, edition, pages
Future Science , 2011. Vol. 3, no 6, p. 647-663
Keywords [en]
accuracy vs. interpretability, in silico modeling, classification, Machine learning
Keywords [sv]
Data mining
National Category
Computer Sciences Computer and Information Sciences
Research subject
Bussiness and IT
Identifiers
URN: urn:nbn:se:hb:diva-3249DOI: 10.4155/fmc.11.51Local ID: 2320/9856OAI: oai:DiVA.org:hb-3249DiVA, id: diva2:871346
Funder
Knowledge Foundation
Note
Sponsorship:
This work was supported by the INFUSIS project www.
his.se/infusis at the University of Skövde, Sweden, in partnership
with the Swedish Knowledge Foundation under grant
2008/0502.
2015-11-132015-11-132018-01-10Bibliographically approved