Table 3 Statistical analysis summary of EHRs diabetes prediction dataset.
From: A deep learning framework with hybrid stacked sparse autoencoder for type 2 diabetes prediction
Features | Mean | Median | Std deviation | Variance | Skewness | Kurtosis |
|---|---|---|---|---|---|---|
Age | 12.62 | 0.0 | 22.85 | 522.86 | 1.62 | 1.24 |
Hypertension | 0.07 | 0.0 | 0.26 | 0.07 | 3.23 | 8.44 |
Heart_disease | 0.34 | 0.0 | 0.19 | 0.04 | 4.73 | 20.40 |
BMI | 8.20 | 0.0 | 13.07 | 170.91 | 1.17 | − 0.07 |
hbA1_level | 41.18 | 0.0 | 2.60 | 6.81 | 1.28 | − 0.74 |
blood_glucose_level | 0.86 | 0.0 | 67.09 | 4501.9 | 1.28 | 0.29 |
