Fig. 4: Summary of accuracy and precision performance results for Random Forest model.
From: Profiling low-proficiency science students in the Philippines using machine learning
The confusion matrix (a) and the ROC (b) summarizing the performance of the RF model in classifying the PISA 2018 Science Proficiency of Filipino students. The average accuracy is 0.74 and the area under the ROC being equal to 0.83.
