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Table 4 The accuracy of identity recognition on the HASC data set through various machine learning models

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

Model 10 (%) 30 (%) 50 (%) Average accuracy (%)
RF 98.0851 95.8194 93.7983 95.9009
J48 95.2128 85.8194 79.9105 86.9809
NB 97.6596 91.7057 90.6669 93.3441
BN 97.8723 94.6823 91.2973 94.6173
LMT 98.5106 96.8562 95.2013 96.8560
MP 98.5106 96.087 95.181 96.5929
IB3 97.5532 95.4515 93.3103 95.4383
Logistic 98.7234 94.2809 91.5819 94.8621
RN 97.6596 94.6823 92.1322 94.8247
DT 80.5319 60.5351 49.7967 63.6212
  1. Underlined values indicate the best accuracy result achieved by a certain model among all available models