Open AccessClassification analysis using support vector machine, decision tree, and neural network with principal component analysis to determine molecular structure relationship from its biological activity on dipeptidyl peptidase IV inhibitors
Author(s) -
Haris Hamzah,
Alhadi Bustamam,
Arry Yanuar,
Devvi Sarwinda
Publication year - 2020
Publication title -
aip conference proceedings
Language(s) - English
Resource type - Conference proceedings
SCImago Journal Rank - 0.177
H-Index - 75
eISSN - 1551-7616
pISSN - 0094-243X
DOI - 10.1063/5.0030748
Subject(s) - support vector machine , principal component analysis , artificial neural network , decision tree , artificial intelligence , matthews correlation coefficient , computer science , pairwise comparison , dipeptidyl peptidase , machine learning , pattern recognition (psychology) , computational biology , enzyme , chemistry , biology , biochemistry
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