Table 5.
Confusion matrix (also called contingency table or error matrix) of 6 models according to age and gender in classification experiments with feature selection.
Classification modela | |||||
---|---|---|---|---|---|
Group | Actual | Predicted | Subjectsb | ||
Overweight | Normal | Overweight | Normal | ||
Female: 20–30 | Overweight | 30 | 103 | 133 | 364 |
Normal | 27 | 337 | |||
Female: 40–50 | Overweight | 168 | 76 | 244 | 201 |
Normal | 98 | 103 | |||
Female: 60 | Overweight | 86 | 18 | 104 | 41 |
Normal | 26 | 15 | |||
Male: 20–30 | Overweight | 139 | 67 | 206 | 175 |
Normal | 84 | 91 | |||
Male: 40–50 | Overweight | 154 | 25 | 179 | 77 |
Normal | 48 | 29 | |||
Male: 60 | Overweight | 54 | 17 | 71 | 35 |
Normal | 20 | 15 |
aResults of confusion matrix by classification model; bnumber of subjects of each class (overweight and normal) in original data.