Leveraging high-throughput screening data, deep neural networks, and conditional generative adversarial networks to advance predictive toxicology
Fig 7
Test dataset confusion matrices.
Evaluation of the classification of chemicals in the test data set as either active or inactive using real versus generated toxicity matrices by (A) Go-ZT or (B) GAN-ZT. Color scale represents percent of total chemicals.