Proceedings of the Symposium on Chemoinformatics
36th Symposium on Chemical Information and Computer Sciences, Tsukuba
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Oral Session
Study of the influence factors in the discrimination of fingerprints
*Toyohiro Inatsugi, Shin-ichi Nakayama
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Pages O1

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Abstract
We already defined the "discrimination" as an index representing the characteristics of the fingerprint which is one of the structure descriptor. Since the usage of each bit of fingerprints in compound database is reflect to the discrimination, it is necessary to clarify dataset dependency for the discrimination. In this study, we examined the dataset dependency of the discrimination by using various datasets. The discrimination values for some different compound databases were different among databases. Also we considered a molecular weight, which indicate numerically the size of the compound, as influential factors. Discriminations for datasets that are separated by molecular weight had different pattern among fingerprints. Those results show that the discrimination has dataset dependency.
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