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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%