Modeling CRISPR gene drives for suppression of invasive rodents using a supervised machine learning framework
Fig 6
Model quality, female fertility homing drive without resistance.
The model was evaluated against the 10000-point Latin Hypercube sampled test set. This drive has a larger area of success than all of the other drives, and thus, the GP model performs relatively well, even before adaptive sampling, compared to the other models. The first few adaptively sampled data sets substantially improved the performance of the model, after which improvements were smaller. See S1 Fig for similar plots for the other models.