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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)

From: Development and validation of classifiers and variable subsets for predicting nursing home admission

# 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