Table 5 Classification results
From: Identifying typical physical activity on smartphone with varying positions and orientations
Methods | Accuracy (%) | Root mean squared error | Time taken to build model (s) |
|---|---|---|---|
J48 | 89.6 | 0.1804 | 0.65 |
Naive Bayes | 75.3 | 0.283 | 0.12 |
SMO | 81.1 | 0.332 | 1.74 |