Research Article

Developing an Intelligent Model Based on Fuzzy Multilayer Neural Network for Improving Credit Risk Management under Uncertain Conditions

Table 1

Japan credit information collection.

AttributesTypeAmountsValues (previous)

1Batch0, 1a, b
2Numerical80.25–13.7580.25–13.75
3Numerical0–280–28
4Batch1, 2, 3u, y, i
5Batch1, 2, 3g, p, gg
6Batch1, 2, 3, …, 14ff, d, i, k, j, aa, m, c, w, q, r, cc, x
7Batch1, 2, 3, …, 9ff, dd, j, bb, v, n, o, h, z
8Numerical0–28.50–28.5
9Batch0.1t, f
10Batch0, 1t, f
11Numerical0–670–67
12Batch0, 1t, f
13Batch1, 2, 3s, g, p
14Numerical0–20000–2000
15Numerical0–1000000–100000
ClassDiscrete0, 1−, +