Table 3.

Classification results using different machine learning algorithms or neural networks.

Method	Accuracy (one person walking)	Accuracy (one person running)
CNN	78.75–86.25%	76.25–86.25%
LSTM	12.50–20.62%	7.69–16.35%
ECOC	63.44–76.92%	69.23–80.77%
KNN	44.69–62.50%	48.08–61.54%
NB	42.50–64.42%	50.96–59.62%