Bayescreen
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F16%3A10328147" target="_blank" >RIV/00216208:11320/16:10328147 - isvavai.cz</a>
Result on the web
<a href="https://github.com/davidhoksza/bayescreen/blob/master/README.md" target="_blank" >https://github.com/davidhoksza/bayescreen/blob/master/README.md</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Bayescreen
Original language description
Easy-to-use command line virtual screening tool utilizing machine learning to build activity-based model given a set of input compounds. The model is built over features of molecular fragments features and uses Naive Bayes classifier coupled with likelihood ratio scoring to prioritize the compound library to be screened.
Czech name
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Czech description
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Classification
Type
R - Software
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GP14-29032P" target="_blank" >GP14-29032P: Efficient chemical space exploration using multi-objective optimization</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Internal product ID
Bayescreen 1.0
Technical parameters
command line application, python
Economical parameters
Free academic software
Owner IČO
00216208
Owner name
Univerzita Karlova v Praze