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Neural networks applied to quantitative structure-activity relationship analysis.

Abstract：

:An application of the neural network to quantitative structure-activity relationship (QSAR) analysis has been studied. The new method was compared with the linear multiregression analysis in various ways. It was found that the neural network can be a potential tool in the routine work of QSAR analysis. The mathematical relationship of operation between the neural network and the multiregression analysis was described. It was shown that the neural network can exceed the level of the linear multiregression analysis.

journal_name

J Med Chem

journal_title

Journal of medicinal chemistry

authors

Aoyama T,Suzuki Y,Ichikawa H

doi

10.1021/jm00171a037

subject

Has Abstract

pub_date

1990-09-01 00:00:00

pages

2583-90

issue

9

eissn

0022-2623

issn

1520-4804

journal_volume

33

pub_type

杂志文章,评审

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