simrun ❭ modular_reduced_model_inference ❭ strategy ❭ _Strategy ❭ _objective_function_static
_Strategy._objective_function_static¶
- static simrun.modular_reduced_model_inference.strategy._Strategy._objective_function_static(get_score, get_y, x)¶
Compute the objective value for the given parameters x.
Calculates the score for the given parameters x and the labels y. Computes the AUROC score between the two.
Attention
The AUROC score is here given as a negative value, as the optimizer tries to minimize the objective function. So a high AUROC score will result here in a very negative value.