Table 1 Overview of the Iraqi Patient Dataset on Diabetes (IPDD)
From: Prediction of diabetes disease using an ensemble of machine learning multi-classifier models
Attributes | Description | Mean ± Std. |
|---|---|---|
Gender | 0 for females and 1 for male | 0.565 ± 0.4958 |
Age | Age in years | 53.739 ± 8.8557 |
Fasting blood sugar (FBS) | result of a blood sample taken after a patient fasted for at least eight hours (mmol/l) | 10.1443 ± 5.0844 |
High blood urea nitrogen (BUN) | BUN is the amount of urea nitrogen that's in your blood (mmol/l) | 5.1808 ± 3.3486 |
Chromium (Cr) | blood levels of chromium (mmol/l) | 69.28 ± 62.2764 |
Chol | Fast Cholesterol levels (mmol/l) | 4.9092 ± 2.004 |
TG | Concentration Tri Glycoside Levels (mmol/l) | 2.3506 ± 1.3988 |
LDL | Low-Density Lipoprotein (mmol/l) | 2.6145 ± 1.1175 |
HDL | High-Density Lipoprotein (mmol/l) | 1.2067 ± 0.6594 |
BMI | Body Mass Index (Weight in kg / (Height in m)2) | 29.4255 ± 4.8553 |
Gyrated hemoglobin (HBA1C) | For the previous two to three months, average blood glucose (sugar) levels (mmol/l) | 8.2623 ± 2.5370 |