Table 2 Statistical analysis summary of health indicator dataset.
From: A deep learning framework with hybrid stacked sparse autoencoder for type 2 diabetes prediction
Features | Mean | Median | Std deviation | Variance | Skewness | Kurtosis |
|---|---|---|---|---|---|---|
BMI | 28.38 | 27.0 | 6.60 | 43.67 | 2.12 | 10.99 |
General health | 2.51 | 2.0 | 1.06 | 1.14 | 0.42 | − 0.38 |
Mental health | 3.18 | 0.0 | 7.41 | 54.95 | 2.72 | 6.44 |
Physical health | 4.24 | 0.0 | 8.71 | 76.00 | 2.20 | 3.49 |
Age | 8.03 | 8.0 | 3.05 | 9.32 | − 0.35 | − 0.58 |
Education | 5.05 | 5.0 | 0.98 | 0.97 | − 0.77 | 0.03 |
Income | 6.05 | 7.0 | 2.07 | 4.28 | − 0.89 | − 0.28 |
