Table 4. Diagnostic results of two models for all stages HCC and LC patients.

Group	Diagnosis	MLP Model			RBF Model
		LC	HCC	Accuracy	LC	HCC	Accuracy
Traning set	LC	82	17	82.8%	76	29	72.4%
	HCC	43	94	68.6%	39	106	73.1%
	Total percentage	53.0%	47.0%	74.6%	46.0%	54.0%	72.8%
Test set	LC	25	10	71.4%	23	6	79.3%
	HCC	11	26	70.3%	6	28	82.4%
	Total percentage	50.0%	50.0%	70.8%	46.0%	54.0%	81.0%
Holdout set	LC	16	2	88.9%	15	3	83.3%
	HCC	5	16	76.2%	7	9	56.3%
	Total percentage	53.8%	46.2%	82.1%	64.7%	35.3%	70.6%