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Table 2 Transformation statistics on the training set

From: Molecular optimization by capturing chemist’s intuition using deep neural networks

Percentage of unique transformations 59.4%
Percentage of transformations that occur only once 51.9%
Percentage of the most frequently occurring transformation 1.2%
Percentage of the top 20 most frequently occurring transformations 8.2%