Table 2.

AUROC Evaluation of Random Forest Classifier Model

wt% PPF	85	85	85	85	85	85	85	85	85	85	85	85	90	90	90	90	avg
Pressure (bar)	2.0	2.0	2.0	2.0	2.5	2.5	2.5	2.5	2.5	3.0	3.0	3.0	2.5	3.0	3.0	4.0
Speed (mm/s)	5.0	7.5	10.0	15.0	5.0	7.5	10.0	15.0	20.0	5.0	7.5	10.0	5.0	5.0	7.5	5.0
RFc (AUROC)	0.97	0.95	0.75	0.62	0.92	0.96	0.92	0.58	0.60	0.59	0.3	0.92	0.41	0.98	0.77	0.13	0.71

The AUROC is presented across all leave-one-out configurations (PPF composition-pressure-speed) and the average is included.