Table 2.
Approaches | Number of Calibration Points (Offline + Online) | Training Time (s) | Testing Time (s) | Accuracy (m) |
---|---|---|---|---|
KNN | 40 + 0 | - | 0.108 | 3.098 |
| ||||
Fuzzy KNN | 40 + 0 | - | 0.117 | 2.728 |
| ||||
Batch ELM | 40 + 0 | 11.574 | 0.113 | 2.581 |
| ||||
OS-ELM | 30 + 0 | 8.101 | 0.113 | 2.615 |
30 + 2 | 1.204 | 0.111 | 2.487 | |
32 + 2 | 1.213 | 0.114 | 2.346 | |
34 + 2 | 1.182 | 0.109 | 2.219 | |
36 + 2 | 1.226 | 0.115 | 2.091 | |
38 + 2 | 1.229 | 0.117 | 1.973 |