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Table 5 Prediction performance of SVM, old versus new. "Old" = SVM applied to the datasets used in (18), same as Table 2; "New" = SVM applied to the "relaxed datasets."

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

  Overall Error False + False - DLR + DLR -
Region Old New Old New Old New Old New Old New
1 0.35 0.34 0.35 0.34 0.35 0.33 1.86 1.97 0.54 0.50
2 0.29 0.30 0.25 0.26 0.43 0.42 2.22 2.20 0.58 0.57
3 0.32 0.34 0.29 0.33 0.46 0.42 1.88 1.77 0.64 0.63
4 0.31 0.31 0.28 0.28 0.36 0.37 2.25 2.24 0.51 0.51
5 0.24 0.23 0.22 0.20 0.44 0.45 2.58 2.69 0.56 0.57
6 0.29 0.29 0.27 0.26 0.38 0.40 2.33 2.36 0.52 0.53
7 0.32 0.31 0.31 0.29 0.34 0.35 2.14 2.23 0.50 0.49
8 0.33 0.32 0.32 0.30 0.37 0.38 1.96 2.04 0.54 0.55
Mean 0.31 0.30 0.29 0.28 0.39 0.39 2.15 2.19 0.55 0.54