Table 3.
Mean (SD) of Estimated Element Time (seconds) Error for Get and Put using the Decision Tree (DT), kth Nearest Neighbor (41 video training set) (kNN_r), and kth Nearest Neighbor (First cycle training set) (kNN_f) Algorithms
| Duration Estimation Error |
||||
|---|---|---|---|---|
| Element | Ground Truth Time |
DT | kNN_r (41 video training set) |
kNN_f (First cycle training set) |
| Get | 5.0 (1.8) | 0.4 (0.6) | 0.2 (0.2) | 0.3 (0.3) |
| Put | 4.6 (1.7) | 0.4 (0.6) | 0.2 (0.2) | 0.3 (0.3) |