Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches

Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches

10.2174/157488612804096632

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Bibliographic Details
Main Authors: He, Y., Lim, S.W.Y., Yap, C.W.
Other Authors: PHARMACY
Format: Article
Published: 2014
Subjects:
Applicability domain
Ensemble model
One-class classification
Support vector machine
Torsade de pointes
Online Access:http://scholarbank.nus.edu.sg/handle/10635/105810
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Institution: National University of Singapore
id sg-nus-scholar.10635-105810
record_format dspace
spelling sg-nus-scholar.10635-1058102023-10-25T22:07:18Z Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches He, Y. Lim, S.W.Y. Yap, C.W. PHARMACY Applicability domain Ensemble model One-class classification Support vector machine Torsade de pointes 10.2174/157488612804096632 Current Drug Safety 7 4 298-308 2014-10-29T01:51:03Z 2014-10-29T01:51:03Z 2012 Article He, Y., Lim, S.W.Y., Yap, C.W. (2012). Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches. Current Drug Safety 7 (4) : 298-308. ScholarBank@NUS Repository. https://doi.org/10.2174/157488612804096632 15748863 http://scholarbank.nus.edu.sg/handle/10635/105810 000218302200007 Scopus
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Applicability domain
Ensemble model
One-class classification
Support vector machine
Torsade de pointes
spellingShingle Applicability domain
Ensemble model
One-class classification
Support vector machine
Torsade de pointes
He, Y.
Lim, S.W.Y.
Yap, C.W.
Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches
description 10.2174/157488612804096632
author2 PHARMACY
author_facet PHARMACY
He, Y.
Lim, S.W.Y.
Yap, C.W.
format Article
author He, Y.
Lim, S.W.Y.
Yap, C.W.
author_sort He, Y.
title Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches
title_short Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches
title_full Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches
title_fullStr Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches
title_full_unstemmed Determination of Torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches
title_sort determination of torsade-causing potential of drug candidates using one-class classification and ensemble modelling approaches
publishDate 2014
url http://scholarbank.nus.edu.sg/handle/10635/105810
_version_ 1781788116286177280

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