Fig. 6

Performance Evaluation of XGBoost Model with Different Sequence Formulation Techniques and Error Metrics. This figure compares the performance of the XGBoost model using various sequence formulation techniques, highlighting key error metrics. It visualizes how different techniques affect the model’s accuracy, precision, and other performance measures.