Table 5.
Comfort conditions classification report. ‘Precision’ is the ratio of correct positive predictions to all positive predictions; ‘recall’ is the ratio of correct positive predictions to all positive instances; ‘f1-score’ is the weighted harmonic mean between precision and recall; ‘support’ indicates the number of occurrences of each class in the data set.
| N. | Precision | Recall | f1-Score | Support |
|---|---|---|---|---|
| 1 | 0.92 | 0.94 | 0.93 | 5098 |
| 2 | 0.75 | 0.79 | 0.77 | 317 |
| 3 | 0.92 | 0.93 | 0.93 | 2406 |
| 4 | 0.63 | 0.64 | 0.63 | 233 |
| 5 | 0.89 | 0.54 | 0.67 | 78 |
| 6 | 0.90 | 0.87 | 0.89 | 3571 |
| 7 | 0.91 | 0.93 | 0.92 | 1896 |
| 8 | 0.67 | 0.50 | 0.57 | 4 |
| 9 | 0.31 | 0.19 | 0.24 | 21 |
| 11 | 0.98 | 0.96 | 0.97 | 8524 |
| 12 | 0.88 | 0.73 | 0.80 | 173 |
| 13 | 0.96 | 0.90 | 0.93 | 219 |
| 14 | 0.00 | 0.00 | 0.00 | 1 |
| 15 | 0.00 | 0.00 | 0.00 | 1 |
| 16 | 0.81 | 0.84 | 0.82 | 2090 |
| 17 | 0.70 | 0.74 | 0.72 | 245 |
| 18 | 0.61 | 0.45 | 0.52 | 31 |
| 19 | 0.91 | 0.89 | 0.90 | 2861 |
| 20 | 0.58 | 0.53 | 0.55 | 62 |
| 21 | 0.94 | 0.94 | 0.94 | 17 |
| 22 | 0.89 | 0.91 | 0.90 | 570 |
| 24 | 0.87 | 0.92 | 0.90 | 2865 |
| 26 | 0.75 | 0.82 | 0.78 | 211 |
| 27 | 0.96 | 0.80 | 0.87 | 30 |
| accuracy | 0.91 | 31,524 | ||
| average | 0.74 | 0.70 | 0.71 | 31,524 |
| weighted avg | 0.91 | 0.91 | 0.91 | 31,524 |