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Table 3 The performance of the WGAN GP model in comparison of the original data with the generated ones

From: Designing optimized drug candidates with Generative Adversarial Network

 

Original data

Generated data

Maximum

9.974

8.454

Mean

6.003

5.984

Minimum

4.548

5.083

Standard Deviation       

0.684

0.577

External Diversity

0.890

Internal Diversity

0.887

% Unique

100.0

% Valid

30.2