Performance

This section contains AUC scores for the Gradient Boosting classifier, for every single model developed with DrugnomeAI. Points in each boxplot represent a distinct stochastic iteration of the semi-supervised learning algorithm.
The plots are divided into two sections respectively for the generic models and the custom DrugnomeAI models.
Generic models Gradient boosting AUC

Custom models (Modality specific) Gradient boosting AUC

Custom models (Onc/Non-onc) Gradient boosting AUC