Table 9.

Performance rate of Probabilistic Neural Network classifier

Time (h)	Classes	Performance rate of PNN (%)
		Train and Validate					Test
		ACC	SEN	SPEC	PREC	MCC	ACC	SEN	SPEC	PREC	MCC
24	A549	99.62	98.77	99.22	99.59	0.92	99.65	99.08	99.39	99.69	0.94
	Calu3	99.89	99.98	99.89	98.05	0.97	99.87	99.89	98.70	98.91	0.96
	MCF7	99.11	99.80	99.58	99.69	0.98	99.04	99.87	99.92	99.80	0.97
	WI38VA13	99.50	99.57	99.43	99.44	0.94	99.61	99.62	99.47	99.49	0.96
	DMEM	99.57	95.97	99.31	97.33	0.93	99.80	95.99	99.48	97.75	0.95
	EMEM	99.90	98.93	96.47	91.02	0.89	99.93	97.14	95.14	91.22	0.89
48	A549	99.91	99.75	99.93	98.80	0.97	99.90	98.51	97.02	98.87	0.96
	Calu3	99.93	98.93	99.75	99.86	0.98	99.94	98.51	100.00	100.00	0.99
	MCF7	99.90	96.43	99.86	97.59	0.94	99.95	97.00	99.92	98.57	0.95
	WI38VA13	99.90	98.00	100.00	100.00	1.00	100.00	100.00	100.00	100.00	1.00
	DMEM	95.24	94.43	94.93	96.67	0.92	91.57	81.03	95.05	62.47	0.79
	EMEM	96.93	98.22	98.66	90.87	0.82	96.97	98.36	98.78	92.39	0.84
72	A549	99.93	100.00	99.93	98.99	0.97	100.00	100.00	100.00	100.00	1.00
	Calu3	99.94	98.90	100.00	100.00	0.99	99.69	100.00	99.67	95.24	0.93
	MCF7	99.92	97.00	99.91	97.73	0.93	99.97	97.54	99.68	94.23	0.92
	WI38VA13	100.00	100.00	100.00	100.00	1.00	100.00	100.00	100.00	100.00	1.00
	DMEM	91.24	94.41	95.80	88.11	0.70	91.66	94.62	96.01	88.57	0.68
	EMEM	97.73	58.53	98.90	94.82	0.67	97.99	58.99	98.97	95.63	0.69