Table 2 Comparison of supervised learning techniques on the proposed dataset for different values of sequence length
From: Automated identification of Shankha Prakshalana yoga poses with machine learning techniques
Models | Accuracy (%) | |||||
|---|---|---|---|---|---|---|
seq_len = 5 | seq_len = 10 | seq_len = 15 | seq_len = 20 | seq_len = 25 | seq_len = 30 | |
K-NN | 0.986 | 0.984 | 0.992 | 0.989 | 0.990 | 0.992 |
SVM | 0.989 | 0.983 | 0.992 | 0.986 | 0.983 | 0.987 |
RF | 0.992 | 0.986 | 0.996 | 0.996 | 0.994 | 0.993 |
