Diagnosis System of Microscopic Hyperspectral Image of Hepatobiliary Tumors Based on Convolutional Neural Network

Table 2

Comparison results of S4CNN with different methods in the Indian Pines data set.

Method	Type
	SVM	3DCNN	BASE-3DCNN	SSRN	S4CNN
Corn-notill	87.33	83.46	69.55	30.44	100.00
Corn-min	80.13	92.28	97.54	98.49	95.41
Corn	52.31	88.13	87.96	97.89	97.43
Grass-pasture	91.30	87.18	95.43	92.51	99.58
Grass-trees	99.73	91.36	97.24	96.73	98.07
Grass-pasture-mowed	67.88	35.71	100.00	100.00	100.00
Hay-windrowed	100.00	100.00	100.00	100.00	100.00
OA (%)	88.70	93.15	96.15	97.12	97.71
AA (%)	81.56	83.63	94.52	89.64	96.87
Kappa × 100	87.06	92.16	95.62	96.72	97.39