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Table 5 Recognition results with different classification techniques

From: Recognition of human activities with wearable sensors

Activity k-NN Acc (%) Bayesian Acc (%) SVM RVM
    Acc (%) N SV Acc (%) N RV
ST 74 91 93 121 99 4
SI 71 91 96 100 99 2
LY 74 99 99 100 100 3
WF 90 94 95 178 99 2
WL 94 98 99 74 99 2
WR 94 99 100 64 100 2
TR 98 100 99 82 100 2
TL 97 100 100 70 100 2
UP 91 91 95 145 97 2
Down 93 84 96 148 98 3
Jog 100 100 100 100 100 2
Jump 98 99 99 76 100 2
Push 89 99 99 44 100 2
Total 88.3 95.9 97.7 1302 99.2 30