A Micro Neural Network for Healthcare Sensor Data Stream Classification in Sustainable and Smart Cities

Table 4

The performance comparison between MicroNN and state-of-the-art methods based on INCART.

Work	Overall ACC(%)	N (%)			S (%)			V (%)
		PRE	REC	F1	PRE	REC	F1	PRE	REC	F1
MicroNN	98.1	99.0	99.0	99.0	88.3	91.1	85.6	95.5	95.0	95.2
Merdjanovska and Rashkovska [52]	94.3	97.7	93.8	95.7	69.3	75.0	72.0	95.7	86.1	90.6
Bidias àMougoufan et al. [53]	81.9	97.7	95.9	96.8	61.8	80.8	70.0	60.9	69.1	64.7
Sun et al. [42]	99.7	99.7	100	99.8	60.8	90.2	72.7	99.0	94.2	96.5