Credit Scoring: A Review on Support Vector Machines and Metaheuristic Approaches

Table 7

Credit datasets.

Type	SVM Models	MA Models
Specific	CR: BankScope [19], England [22],	CR: UK [80, 82]
	Taiwan/US [20], Korea [23, 25],	BP: Simulated data [68]
	Taiwan [21], credit card [24]	AS: Southeastern US [60], UK [62],
	BP: US [26]	Egyptian [65], Compustat [74],
	AS: German [30], LC P2P [31],	Shenzhen [70, 77], Croatian [85],
	LC/Huijin P2P [32], China [37, 48]	UK/simulated [1]
	BS: Chilean [27, 33, 34]	AS/BS/CS: local bank [84]
	BP: US [47, 52]
	CR: Compustat [49]
General	AS: [12, 39, 43, 57]	AS: [61, 63, 64, 66, 70, 71, 75, 78, 83, 87, 88, 90]
	AS: [35, 38, 41, 42, 44, 51, 55]
Specific &	AS: UK CDROM [28], Barbados [29],	AS: Croatian [86],
General	Benelux [36]	Tunisian/home equity [89]
		BP: ANALCAT [69]
		AS/BP/CR: SME/ BankScope [67]
	AS: Taiwan [54]
	CR: Compustat [53]
Large scale	AS: [8, 11]	-
comparison	AS/BP: [18]