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. 2014 Dec 11;6:48. doi: 10.1186/s13321-014-0048-0

Table 1.

The number of significant transformations identified using experimental and predicted datasets

Endpoint Significant transformations
Experimental-based Prediction-based
EINECS ChemDiv
Aquatic toxicity 119 1552 5301
Ames test 132 442 4397

Clearly, prediction-based analysis provides significantly more transformations.