Advances in Operations Research / 2019 / Article / Tab 7

Review Article

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

Table 7

Credit datasets.

Type SVM Models MA Models

SpecificCR: 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]

GeneralAS: [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 scaleAS: [8, 11] -
comparisonAS/BP: [18]

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