Table 3.

Performance comparison of variations of the Xception-sbN structure.

Modified Structure	Accuracy							No. of Parameters
	AKIEC	BCC	BKL	DF	MEL	NV	VASC
Xception-sb8	0.9470	0.9523	0.9449	0.9328	0.9579	0.9572	0.9742	20,873,774
Xception-sb7	0.9558	0.9609	0.9547	0.9406	0.9669	0.9640	0.9821	19,255,430
Xception-sb6	0.9629	0.9678	0.9628	0.9467	0.9742	0.9691	0.9883	17,637,086
Xception-sb5	0.9630	0.9682	0.9633	0.9468	0.9744	0.9693	0.9887	16,018,742
Xception-sb4	0.9635	0.9683	0.9634	0.9472	0.9751	0.9701	0.9889	14,400,398
Xception-sb3	0.9633	0.9685	0.9634	0.9532	0.9747	0.9702	0.9893	12,782,054
Xception-sb2	0.9564	0.9548	0.9496	0.9315	0.9592	0.9563	0.9642	11,163,710
Xception-sb1	0.9512	0.9498	0.9434	0.9273	0.9538	0.9531	0.9599	9,545,366