Table 7.
LSTM Confusion Matrix.
| Target Class | Running |
11.07 ± 2.76
3.44% |
2.03 ± 1.43 0.63% |
1.80 ± 0.98 0.06% |
38.20 ± 3.15 11.86% |
0.57 ± 0.62 0.18% |
00.70 ± 0.82 0.22% |
0.63 ± 0.87 0.20% |
| Running w/ball | 3.07 ± 1.41 0.95% |
1.43 ± 1.05
0.45% |
0.60 ± 0.71 0.19% |
9.87 ± 1.84 3.06% |
0.43 ± 0.72 0.14% |
1.10 ± 1.11 0.34% |
0.50 ± 0.67 0.16% |
|
| Passing | 2.43 ± 1.36 0.76% |
1.63 ± 1.35 0.51% |
10.93 ± 2.53
3.40% |
1.83 ± 1.75 0.57% |
1.73 ± 1.36 0.54% |
3.40 ± 1.40 1.06% |
2.03 ± 1.11 0.63% |
|
| Walking | 18.17 ± 3.85 5.64% |
2.40 ± 1.70 0.75% |
1.60 ± 1.17 0.50% |
182.20 ± 4.97
56.58% |
1.00 ± 1.21 0.31% |
0.83 ± 0.97 0.26% |
0.80 ± 0.79 0.25% |
|
| Walking w/ball | 0.73 ± 0.93 0.23% |
0.33 ± 0.47 0.10% |
0.57 ± 0.72 1.18% |
5.77 ± 1.05 1.79% |
0.03 ± 0.18
0.01% |
0.43 ± 0.50 0.14% |
0.13 ± 0.34 0.04% |
|
| Shoting | 0.43 ± 0.50 0.14% |
0.83 ± 0.86 0.26% |
1.40 ± 0.84 0.44% |
0.33 ± 0.65 1.10% |
0.17 ± 0.37 0.05% |
0.50 ± 0.56
0.16% |
0.33 ± 0.47 0.10% |
|
| Jumping | 0.77 ± 0.80 0.24% |
0.80 ± 0.83 0.25% |
1.60 ± 1.11 0.50% |
1.67 ± 1.11 0.52% |
0.33 ± 0.60 0.10% |
0.83 ± 0.90 0.26% |
1.00 ± 0.77
0.31% |
|
| Running | Running w/ball | Passing | Walking | Walking w/ball | Shoting | Jumping | ||
| Output Class | ||||||||