Table 2. Quantitative characteristics of the numeric features of the Takashi2019 diabetes type 1 dataset.
| Numeric feature | Median | Mean | s.d. | Range |
|---|---|---|---|---|
| Added weight | 59.40 | 63.35 | 11.91 | [44.40, 104.90] |
| Adiponectin | 12.90 | 14.30 | 6.21 | [3.5, 32.3] |
| Age | 35.00 | 34.73 | 6.16 | [21, 48] |
| Basal | 14.84 | 16.23 | 8.08 | [0, 60.05] |
| BMI | 22.87 | 23.76 | 3.47 | [17.584, 35,54] |
| Body fat | 0.26 | 0.27 | 0.07 | [0.13, 0.48] |
| Bolus | 22.88 | 27.63 | 14.96 | [7.37, 93.94] |
| Duration of diabetes type 1 [target] | 26.00 | 25.68 | 7.33 | [10, 41] |
| eGFR | 92.74 | 92.86 | 14.06 | [50.7, 127.01] |
| Free-test | 1.30 | 4.24 | 5.0 | [0.4, 18.1] |
| Gait speed | 1.31 | 1.34 | 0.22 | [0.81, 2.00] |
| Grip strength | 30.20 | 32.08 | 8.77 | [16.79, 54.5] |
| HbA1c | 7.25 | 7.38 | 1.03 | [5.1, 10.7] |
| Knee extension strength | 20.00 | 20.59 | 5.85 | [8.70, 39.09] |
| OC | 14.80 | 16.25 | 7.89 | [6.4, 49.6] |
| SMI | 6.70 | 6.93 | 0.88 | [5.5, 9.2] |
| TDD | 40.00 | 43.87 | 19.85 | [15.7, 154.0] |
| ucOC | 3.25 | 4.17 | 3.26 | [0.53, 19.10] |
Notes.
- s.d.
- standard deviation