Skip to main content

Table 5 Final experimental result for self-placement and mutual-placement scenarios

From: Feature extraction for robust physical activity recognition

Train set Test set Baseline [24]:
Evaluation method: random-partitioning
Null-activity: truncated
This paper:
Evaluation method: subject-wise
Null-activity: included
Accuracy % F-measure Accuracy % F-measure
Ideal Ideal 97.0 99.1 0.991
Self Self 88.4 98.9 0.988
Mutual4 Mutual4 71.2 87.9 0.847
Mutual5 Mutual5 71.6 93.5 0.921
Mutual6 Mutual6 77.2 96.4 0.959
Mutual7 Mutual7 68.0 83.2 0.799