To boost interpretability, the SHAP framework was utilized like a recreation-principle–based approach that assigns Each and every attribute a measurable influence on predictions. Given that more than one kind of drilling fluid loss can present sometimes, it's important to find out the loss sorts and examine proportion of each loss type In