From: In-lab versus at-home activity recognition in ambulatory subjects with incomplete spinal cord injury
Validation method | SVM | Naive bayes | Logisitic regression | kNN | Decision tree |
---|---|---|---|---|---|
Within-subject, in-lab activity | 91.2% | 91.9% | 90.8% | 86.1% | 89.6% |
Within-subject, train in-lab, test at-home | 54.6% | 45.5% | 47.7% | 54.2% | 49.0% |
Within-subject, at-home activity | 85.6% | 79.4% | 85.1% | 79.6% | 82.1% |