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Table 7 Comparison of prediction performances. "OLD" = the original ADLCAP, same as [18] and Table 2; "SVM" = SVM using relaxed dataset, same as Table 5, column "New"; "NEW" = alternative ADLCAP (Table 6).

From: Using machine learning algorithms to guide rehabilitation planning for home care clients

  Overall Error False + False - DLR + DLR -
Region OLD SVM NEW OLD SVM NEW OLD SVM NEW OLD SVM NEW OLD SVM NEW
1 0.37 0.34 0.36 0.30 0.34 0.36 0.65 0.33 0.37 1.18 1.97 1.75 0.92 0.50 0.58
2 0.37 0.30 0.30 0.31 0.26 0.25 0.62 0.42 0.48 1.24 2.20 2.10 0.89 0.57 0.64
3 0.38 0.34 0.32 0.32 0.33 0.28 0.63 0.42 0.50 1.14 1.77 1.79 0.93 0.63 0.69
4 0.46 0.31 0.34 0.36 0.28 0.31 0.65 0.37 0.39 0.99 2.24 1.99 1.00 0.51 0.56
5 0.31 0.23 0.20 0.27 0.20 0.16 0.67 0.45 0.52 1.25 2.69 3.05 0.91 0.57 0.62
6 0.43 0.29 0.27 0.38 0.26 0.22 0.62 0.40 0.45 1.01 2.36 2.53 1.00 0.53 0.58
7 0.48 0.31 0.32 0.43 0.29 0.29 0.59 0.35 0.38 0.95 2.23 2.17 1.04 0.49 0.53
8 0.42 0.32 0.29 0.37 0.30 0.23 0.62 0.38 0.49 1.03 2.04 2.16 0.98 0.55 0.64
Mean 0.40 0.30 0.30 0.34 0.28 0.26 0.63 0.39 0.45 1.10 2.19 2.19 0.96 0.54 0.61