Table 2.
The 10 variables of the highest ranking score values calculated for the LR and GNB classifiers (the important variables for the both classifiers are marked as stars)
| # | LR classifier: Variables | Ranking score |
| 1 | **Diagnosis F00-F03 | 147.9 |
| 2 | **Diagnosis G30-G32 | 105.4 |
| 3 | Number of periods of care (6-9 months) | 99.9 |
| 4 | **RAI IADL | 85.5 |
| 5 | **RAI CPS | 73.9 |
| 6 | **RAI MAPLE5 | 53.9 |
| 7 | Number of Emergency care visits (3-6 months) | 37.4 |
| 8 | Diagnosis N30-N39 | 33.8 |
| 9 | Diagnosis M15-M19 | 26.6 |
| 10 | Number of periods of care (3-6 months) | 26.1 |
| # | GNB classifier: Variables | Ranking score |
| 1 | **Diagnosis F00-F03 | 147.2 |
| 2 | **RAI IADL | 106.9 |
| 3 | **Diagnosis G30-G32 | 84.2 |
| 4 | Number of home care visits, change (3-6 months vs. 6-9 months) | 84 |
| 5 | Number of periods of care, change (3-6 months vs. 6-9 months) | 78.7 |
| 6 | **RAI CPS | 77.9 |
| 7 | **RAI MAPLE5 | 68.8 |
| 8 | RAI PAIN | 57.9 |
| 9 | Specialised care by appointment (6-9 months) | 57 |
| 10 | Specialised care by appointment (3-6 months) | 44.9 |