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

Table 2

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

Sports posture	Test ID
	1–5	6–10	11–15	16–20
Walk	93.8	94.5	91.9	95.1
Jog	90.3	98.7	97.3	95.1
Sit	89.1	97.6	99.7	98.3
Stand	98.3	98	98.2	97.8
Go up the stairs	33.1	78.8	74.6	70.3
Go down the stairs	55.0	62.2	70	59.1