Figure 3.

LR and RF were utilized in both iterations of this process and were evaluated using accuracy, ROC-AUC, and Precision-Recall AUC. The initial tables summarize the improvements made using these processes accompanied by ROC-AUC curves and Precision-Recall AUC curves that both visualize and contextualize these values.