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

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."

	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

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