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Table 5 The accuracies of activity and identity recognitions based on the recommended solutions by VISEE

From: An information-aware visualization for privacy-preserving accelerometer data sharing

Recommended

RF activity (%)

RF identity (%)

LMT identity (%)

MP identity (%)

S1

68.4253

12.5119

14.1339

15.6517

S2

70.3982

14.8942

13.955

16.0516

S3

66.8203

8.4337

10.8623

11.8205

S4

67.5857

11.7731

11.7256

13.4807

S5

67.7499

9.4109

9.6575

17.892

  1. Underlined values indicate the best accuracy result achieved by a certain model among all available models