Noninvasive Evaluation of Portal Hypertension Using a Supervised Learning Technique

Table 5

Comparison of best meta-algorithm results from each scenario.

Scenario	Combining rule	Acc, %	Sn	Sp	Attributes	AUC	Standard error
I	Avg of probabilities	88.46	0.75	0.92	9	0.94	0.05
II	Min probability	89.72	0.83	0.92	16	0.96	0.04
III	Max probability	86.87	0.79	0.89	16	0.94	0.04
IV	Max probability	88.92	0.80	0.81	15	0.96	0.02