A Cycle Deep Belief Network Model for Multivariate Time Series Classification

Table 3

Classification error rate of five models on PAMAP2.

Subject	Cycle_DBN	DBN	NN_ED	NN_DTW	RNN
Subject 101		0.01208	0.000171	0.03	0167081
Subject 102		0.000675	0	0.034	0.036484
Subject 104	0	0.000197		0.006	0.000995
Subject 105		0.004746	0	0.024	0.101161
Subject 106		0.001546		0.018	0
Subject 107	0	0.000438		0.024	0.062604
Subject 108		0.000869		0.018	0.0833