Research Article
SVM versus MAP on Accelerometer Data to Distinguish among Locomotor Activities Executed at Different Speeds
Table 2
Classification results.
| | Training set | SVM | MAP |
| | Walking (%) | 90.4 | 91.8 | | Stair climbing (%) | 91.3 | 90.9 | | Stair descending (%) | 90.1 | 90.0 |
| | Testing set | SVM | MAP |
| | Walking (%) | 77.2 | 85.1 | | Stair climbing (%) | 77.7 | 87.2 | | Stair descending (%) | 74.2 | 81.3 |
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