Table 4 The classification rate of SVM classification and SVM classification without issues
From: Machine learning based LOS/NLOS classifier and robust estimator for GNSS shadow matching
Location | P1 | P2 | P3 | P4 | P5 | P6 | P7 | P8 |
|---|---|---|---|---|---|---|---|---|
SVM | 84.6% | 91.5% | 73.2% | 63.9% | 63.0% | 45.4% | 67.6% | 85.0% |
\({\text{SVM}}^{\text{w}}\) | 87.5% | 94.3% | 92.5% | 89.3% | 87.2% | 79.6% | 68.3% | 90.4% |