A Novel Multichannel Dilated Convolution Neural Network for Human Activity Recognition

Table 2

Confusion matrix of human activity recognition classification.

Activity type		Prediction						Recall (%)	F1 score (%)
		Walking	Downstairs	Upstairs	Sitting	Standing	Laying
True	Walking	455	15	26	0	0	0	91.73	95.09
	Downstairs	6	462	1	2	0	0	98.09	97.16
	Upstairs	0	2	418	0	0	0	99.52	96.65
	Sitting	0	1	0	427	55	8	86.97	91.14
	Standing	0	0	0	17	515	0	96.80	93.47
	Laying	0	0	0	0	0	537	100	99.26
	Precision (%)	98.70	96.25	93.93	95.74	90.35	98.53	Accuracy: 95.49%