Table 8.

Decision tree performance

Predictor	AUC	max. ACC	SN (max. ACC)	SP (max. ACC)	max. FM	PR (max. FM)	RC (max. FM)
single tree	0.946	0.909	0.714	0.961	0.777	0.755	0.802
bagged (c = 25)	0.953	0.911	0.729	0.961	0.787	0.77	0.808
random forest (r = 20, c = 100)	0.952	0.911	0.736	0.957	0.786	0.758	0.818

See Table 3 for description of column headings.