Identifying the key factors of subsidiary supervision and management using an innovative hybrid architecture in a big data environment

Financial Innovation

Table 3 The selected criteria by ACO-FRST

Status	Selected criteria	Forecasting accuracy	Rule coverage	AFARC
K = 2	a2, a3, b1, b3, b4, c1, c4, c5, d1, d4, e3, e4, f1, f3, f5, f8	0.82	0.85	1.67
*K = 3*	*a1, a2, b1, b2, c1, c2, c3, d1, d2, d3, e1, e2, f1, f2, f3, f4*	*0.85*	*0.87*	*1.72*
K = 4	a1, a3, a4, b1, b3, c1, c3, c4, c5, d1, d3, d4, e1, e2, e3, f1, f2, f3,f6	0.78	0.82	1.6
K = 5	a1, b3, b4, c1, c3, c4, d1, d2, d5, e3, f1, f5, f8	0.74	0.74	1.48
K = 6	a2, b1, b2, c1, c4, c6, d1, d4, d5, e1, e2, f1, f3, f4, f8	0.71	0.69	1.4
K = 7	a1, b2, b4, c1, c3, c6, d3, d5, e1, e3, f2, f4, f7, f8	0.68	0.67	1.35
K = 8	a2, b1, b4, c3, c5, c6, d2, d4, e3, e4, f1, f4, f7	0.64	0.62	1.26
K = 9	a1, b2, c2, c3, c6, d1, d3, e4, f2, f6, f8	0.62	0.61	1.23
K = 10	a1, b1, b3, c1, c6, d2, d4, d5, e4, f1, f7, f8	0.53	0.58	1.11