CORAL: classification model for predictions of anti-sarcoma activity.

Abstract:

:A modified version of the CORAL software (http://www.insilico.eu/coral) allows building up the classification model for the case of the Yes/No data on the anti-sarcoma activity of organic compounds. Three random splits into the sub-training, calibration, and test sets of the data for 3017 compounds were examined. The performance of the proposed approach is satisfactory. The average values of the statistical characteristics for external test set on three random splits are as follows: n=1173-1234, sensitivity = 0.8903±0.0390, specificity = 0.9869±0.0013, and accuracy = 0.9759±0.0043. Mechanistic interpretation of the suggested model is discussed.

journal_name

Curr Top Med Chem

authors

Toropov AA,Toropova AP,Benfenati E,Gini G,Leszczynska D,Leszczynski J

doi

10.2174/1568026611212240004

subject

Has Abstract

pub_date

2012-01-01 00:00:00

pages

2741-4

issue

24

eissn

1568-0266

issn

1873-4294

pii

CTMC-EPUB-20130129-4

journal_volume

12

pub_type

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