Table 9.

Performance of the three classifiers for classification of variable (ING).

	Dataset B test performance (training on non-variable IN and ING data) Actual -in rates: 62.4%						Dataset C performance (training on non-variable IN and ING data) Actual -in rates: 60.3%
	Pred. -in rate	Accuracy	Precision	Recall	F1 score	AUC	Pred. -in rate	Accuracy	Precision	Recall	F1 score	AUC
Linear SVM	64.6%	69.6%	0.77	0.75	2.99	0.67	61.8%	69.8%	0.76	0.74	2.97	0.68
Radial SVM	64.6%	78.8%	0.85	0.82	3.28	0.77	60.3%	75.2%	0.79	0.79	3.18	0.74
RF	70.0%	75.5%	0.86	0.77	3.08	0.72	64.5%	76.4%	0.84	0.78	3.14	0.74