Establishing and clinically validating a machine learning model for predicting unplanned reoperation risk in colorectal cancer

Figure 2 Comparative analysis of model performance and complexity across feature selection and regularization techniques. A: Training performance vs model complexity; B: Error rate vs number of features; C: Lasso model selection via cross-validation.