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The carcinogenic potency (TD 50 ) of a set of 62 nitrosocompounds is predicted, applying the QSAR theory. Around thousands of molecular descriptors obtained from the DRAGON 2.1 software are used in order to model the toxicological property bioassay in female rat and considering the water as route of administration. For building the regression model three different methods of variable selection...
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