Table 1.
The Input Attributes of the MUCHD Dataset.
| Attribute | Description |
|---|---|
| Age | Age (Years) |
| Sex | Gender |
| Duration | Period time of diabetes symptoms per week |
| Cholesterol | Cholesterol |
| Creatinine | Creatinine |
| Acetone | Acetone |
| HbA1c | Hemoglobin(A1c) |
| Insulin | Insulin Level |
| PCPeptide | Post Prandial C-Peptide |
| FCPeptide | Fast C-Peptide |
| PBGlucose | Post-Prandial Blood Glucose |
| FBGlucose | Fast Blood Glucose |
| RBGlucose | Random Blood Glucose |
| PH | Blood Acidosis of Blood Gases |
| HCO3 | Bicarbonate of Blood Gases |
| Na | The Sodium of Blood Gases |
| K | Potassium of Blood Gases |
| Diagnosis | Diagnosis of Diabetes is 1 for a positive test and 0 for a negative test |