Table 4 Data preprocessing: mapping
From: Diabetes prediction model based on an enhanced deep neural network
| Columns | Age | BS fast | BS pp | PlasmaR | PlasmaF | Hb1A1c | Type | Class |
|---|---|---|---|---|---|---|---|---|
| Data type | Numeric | Numeric | Numeric | Numeric | Numeric | Numeric | Category | Numeric |
| Input/output | InputPort | InputPort | InputPort | InputPort | InputPort | InputPort | Output | InputPort |
| 50 | 6.8 | 8.8 | 11.2 | 7.2 | 62 | T1 | 1 | |
| 31 | 5.2 | 6.8 | 10.9 | 4.2 | 33 | Normal | 0 | |
| 41 | 6.3 | 4.2 | 12.2 | 7.8 | 57 | T2 | 1 |
