Model Diagnostics, Machine Learning.
model consistently outperforms the underfit model, reinforcing the notion of the tuned model’s robustness. exp.model_compare(models=[‘XGB2_overfit’, ‘XGB2_underfit’, ‘XGB2_tuned’], show=’robustness_perf’, perturb_method= “quantile”, perturb_size=0.1, figsize=(6, 5)) Robustness test for the quantile