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Table 6 Accuracy of classifiers for each dataset and using all features

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%