Table 2.
Logistic regression algorithm classifies the result to osteoporosis and non-osteoporosis with machine learning
| No | Result of QCT | Predict result from ML | No | Result of QCT | Predict result from ML |
|---|---|---|---|---|---|
| 1 | 0 | 0 | 21 | 0 | 0 |
| 2 | 0 | 0 | 22 | 0 | 0 |
| 3 | 0 | 1 | 23 | 0 | 0 |
| 4 | 0 | 0 | 24 | 0 | 1 |
| 5 | 0 | 0 | 25 | 1 | 0 |
| 6 | 0 | 0 | 26 | 0 | 0 |
| 7 | 0 | 0 | 27 | 0 | 0 |
| 8 | 1 | 1 | 28 | 0 | 0 |
| 9 | 1 | 1 | 29 | 1 | 1 |
| 10 | 0 | 0 | 30 | 1 | 1 |
| 11 | 0 | 0 | 31 | 1 | 1 |
| 12 | 0 | 0 | 32 | 0 | 0 |
| 13 | 0 | 0 | 33 | 0 | 0 |
| 14 | 0 | 0 | 34 | 0 | 0 |
| 15 | 0 | 0 | 35 | 0 | 0 |
| 16 | 0 | 0 | 36 | 0 | 0 |
| 17 | 0 | 0 | 37 | 0 | 0 |
| 18 | 1 | 1 | 38 | 0 | 0 |
| 19 | 0 | 0 | 39 | 0 | 0 |
| 20 | 0 | 0 | 40 | 0 | 0 |
QCT : quantitative computed tomography, ML : machine learning, 0 : osteoporosis, 1 : non-osteoporosis