Table 20 Standard deviation test
From: A diabetes prediction model based on Boruta feature selection and ensemble learning
Accuracy | Recall | F1 Index | Kappa | Precision | MCC | |
|---|---|---|---|---|---|---|
LR | 0.06284 | 0.06673 | 0.06321 | 0.12658 | 0.08191 | 0.12877 |
KNN | 0.07060 | 0.06287 | 0.06292 | 0.12460 | 0.10125 | 0.13311 |
SVM | 0.05091 | 0.05672 | 0.05214 | 0.10452 | 0.07093 | 0.10687 |
NB | 0.05719 | 0.05612 | 0.05876 | 0.11560 | 0.06858 | 0.11265 |
DT | 0.03185 | 0.03485 | 0.03385 | 0.06773 | 0.04322 | 0.06832 |
RF | 0.07624 | 0.07751 | 0.07754 | 0.15251 | 0.09912 | 0.15300 |
My Model | 0.04418 | 0.05473 | 0.04875 | 0.09707 | 0.06765 | 0.09527 |