Table 8 Day wise comparison of accuracies on Dataset2
Days | RF | HMM | ECOC (AB) | LSTM | AL | # of Act |
|---|---|---|---|---|---|---|
Subject 1 | ||||||
1 | 48.00% | 39.00% | 60.50% | 54.25% | 66.75% | 13 |
2 | 51.33% | 55.50% | 64.67% | 58.00% | 71.33% | |
3 | 78.00% | 75.00% | 91.00% | 82.00% | 88.00% | |
4 | 55.14% | 59.45% | 69.43% | 62.29% | 76.57% | |
5 | 40.67% | 29.00% | 48.00% | 48.00% | 56.33% | |
6 | 62.29% | 37.18% | 75.57% | 69.43% | 73.71% | |
7 | 52.23% | 57.09% | 61.64% | 57.09% | 71.73% | |
8 | 43.44% | 41.63% | 64.67% | 62.29% | 70.22% | |
9 | 46.76% | 39.36% | 62.76% | 59.11% | 70.22% | |
10 | 48.00% | 32.17% | 69.43% | 66.29% | 76.57% | |
11 | 52.23% | 38.71% | 76.57% | 63.29% | 69.43% | |
12 | 51.33% | 42.00% | 58.00% | 51.33% | 64.67% | |
13 | 40.86% | 38.71% | 55.14% | 49.00% | 62.29% | |
14 | 59.11% | 36.89% | 69.22% | 64.67% | 75.78% | |
15 | 40.31% | 36.62% | 48.00% | 55.69% | 59.54% | |
16 | 32.00% | 27.00% | 53.00% | 48.00% | 58.00% | |
Avg | 50.10% | 42.83% | 64.22% | 59.42% | 69.44% | |
Subject 2 | ||||||
1 | 46.15% | 38.46% | 53.85% | 53.85% | 53.85% | 9 |
2 | 50.00% | 37.50% | 62.50% | 50.00% | 75.00% | |
3 | 38.46% | 30.77% | 61.54% | 53.85% | 61.54% | |
4 | 50.00% | 41.67% | 66.67% | 58.33% | 75.00% | |
5 | 66.67% | 58.33% | 83.33% | 75.00% | 91.67% | |
6 | 42.86% | 35.71% | 57.14% | 50.00% | 64.28% | |
7 | 50.00% | 42.86% | 64.28% | 57.14% | 64.28% | |
8 | 40.00% | 40.00% | 60.00% | 50.00% | 60.00% | |
9 | 50.00% | 40.00% | 70.00% | 60.00% | 80.00% | |
10 | 55.56% | 33.33% | 66.67% | 55.56% | 66.67% | |
11 | 66.67% | 66.67% | 100.0% | 83.33% | 100.0% | |
12 | 66.67% | 55.56% | 77.78% | 66.67% | 88.89% | |
13 | 68.75% | 62.50% | 81.25% | 75.00% | 87.50% | |
14 | 45.45% | 45.45% | 63.64% | 54.54% | 72.73% | |
15 | 50.00% | 37.50% | 75.00% | 62.50% | 87.50% | |
16 | 50.00% | 50.00% | 66.67% | 50.00% | 66.67% | |
Avg | 52.33% | 44.77% | 69.39% | 66.43% | 74.72% | |