Table 5.

Experimental results of removing temporal convolutional network.

	SHL Dataset			HTC Dataset
Mode	Precision	Recall	F1-Score	Precision	Recall	F1-Score
Still	75.78%	85.21%	80.22%	79.88%	85.43%	82.56%
Walk	96.77%	91.25%	93.93%	86.25%	80.86%	83.47%
Run	98.77%	98.77%	98.77%	97.73%	94.85%	96.27%
Bike	89.34%	92.77%	91.02%	87.89%	85.64%	86.75%
Car	81.89%	79.49%	80.67%	76.68%	85.55%	80.87%
Bus	73.25%	71.98%	72.61%	63.16%	48.39%	54.79%
Train	58.73%	66.79%	62.50%	72.47%	63.86%	67.89%
Subway	60.12%	45.91%	52.06%	69.58%	68.80%	69.19%