Wearable Sensor-Based Human Activity Recognition Using Hybrid Deep Learning Techniques

Table 10

Average accuracy of various actions in CNN-LSTM, RF, and KNN models.

ID	RF (%)	KNN (%)	CNN-LSTM (%)
A1	99.90	88.10	99.03
A2	92.50	97.80	97.78
A3	90.20	99.40	98.86
A4	91.90	83.80	90.76
A5	90.80	87.50	93.09
A6	97.10	100	99.78
A7	71.30	66.70	94.44
A8	72.00	68.00	100
A9	51.30	38.60	76.00
A10	74.90	36.30	82.35
A11	59.20	33.70	82.05
A12	61.10	57.90	88.89