From: A participatory sensing framework to classify road surface quality
Algorithm | Original dataset | Consensus filter | Exclusion filter |
---|---|---|---|
Random Forest | 90.64% | 97.84% | 99.11% |
Knn 5 neighbors | 86.04% | 97.3% | 98.83% |
J48 | 85.67% | 96.14% | 98.4% |
SVM | 74.97% | 91.16% | 97.36% |