Motion Attitude Prediction Algorithm Based on Data Mining and Intelligent Motion Training Model Construction

Table 3

F-score of the two-stage convolutional neural network intelligent recognition algorithm in RTO mode.

Sports posture	Test ID
	1–5	6–10	11–15	16–20
Walk	92.4	91.5	92.0	94.1
Jog	92.5	99.5	98.5	96.8
Sit	92.9	99.4	97.3	95.1
Stand	99.9	99.1	99.1	97.3
Go up the stairs	38.0	76.6	77.0	69.3
Go down the stairs	59.2	60.3	72.6	69.6