From: Exploratory study on classification of diabetes mellitus through a combined Random Forest Classifier
Factors | \(\overset{\lower0.5em\hbox{$\smash{\scriptscriptstyle\frown}$}}{\beta }\) | SE | Wald \({}^{2}\) | P | OR | OR(95%CI) | |
---|---|---|---|---|---|---|---|
Lower | Upper | ||||||
Age(\({\mathrm{x}}_{2}\)) | 0.177 | 0.088 | 4.073 | 0.044 | 1.194 | 1.005 | 1.419 |
Region(\({\mathrm{x}}_{3}\)) | 0.499 | 0.110 | 20.494 |  < 0.001 | 1.647 | 1.327 | 2.405 |
Heart rate(\({\mathrm{x}}_{14}\)) | 0.308 | 0.132 | 8.256 | 0.004 | 1.462 | 1.128 | 1.895 |
BMI(\({\mathrm{x}}_{15}\)) | 0.325 | 0.074 | 19.528 |  < 0.001 | 1.384 | 1.198 | 1.599 |
Hypertension (\({\mathrm{x}}_{17}\)) | 0.642 | 0.119 | 29.384 |  < 0.001 | 1.901 | 1.507 | 2.398 |
Hyperlipidemia(\({\mathrm{x}}_{18}\)) | 0.276 | 0.111 | 6.138 | 0.013 | 1.318 | 1.059 | 1.639 |
Constant | − 3.783 | 0.195 | 376.027 |  < 0.001 | 0.023 |  |  |