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Table 1 The number of significant transformations identified using experimental and predicted datasets

From: Prediction-driven matched molecular pairs to interpret QSARs and aid the molecular optimization process

Endpoint

Significant transformations

Experimental-based

Prediction-based

EINECS

ChemDiv

Aquatic toxicity

119

1552

5301

Ames test

132

442

4397

  1. Clearly, prediction-based analysis provides significantly more transformations.