Table 8.
Accuracy obtained by comparing SVM, Naive Bayes, decision tree, and gradient boosted on testing data acquired from user 1 and user 2.
| Users | SVM Acc | NB-Acc | DT-Acc | GB-Acc |
|---|---|---|---|---|
| User 1 | 84% | 57 | 59 | 56 |
| User 2 | 78 | 48 | 62 | 61 |
| User 3 | 77.47 | 40.85 | 55 | 60.56 |
| User 4 | 77.31 | 42 | 77.31 | 75.63 |
| User 5 | 74.17 | 25.83 | 78.33 | 80 |
| User 6 | 60 | 47.85 | 73.6 | 75 |
| User 7 | 38.5 | 34.22 | 65.24 | 76 |
| User 8 | 68 | 54.64 | 64 | 69 |
| User 9 | 61.61 | 69.86 | 53.43 | 71.23 |