Table 8 The results of different classifiers and testing samples using DT
From: A universal Wi-Fi fingerprint localization method based on machine learning and sample differences
Model-test | Floor success rate (%) | Point success rate (%) | Mean error (m) |
|---|---|---|---|
M0-T0 | 37.89 | 2.73 | 23.602 |
M0-T1 | 52.55 | 6.12 | 29.683 |
M0-T2 | 32.22 | 1.29 | 48.224 |
M1-T0 | 37.50 | 2.34 | 21.025 |
M1-T1 | 46.43 | 6.12 | 24.317 |
M1-T2 | 35.05 | 1.03 | 42.775 |
M2-T0 | 39.84 | 3.13 | 22.828 |
M2-T1 | 51.53 | 7.65 | 19.929 |
M2-T2 | 33.25 | 1.29 | 39.034 |
Mean | 40.70 | 3.52 | 30.157 |