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Table 8 Algorithm F measure comparison

From: Smartphone-based outlier detection: a complex event processing approach for driving behavior detection

Driver h = 100 and Δ = 10 h = 50 and Δ = 20
K-means Box Plot Z-score K-means Box Plot Z-score
D1 99.07% 98.10% 99.38% 99.00% 98.17% 99.45%
D2 99.27% 97.89% 99.07% 99.06% 98.06% 99.30%
D3 99.37% 98.00% 99.00% 99.19% 98.06% 99.20%
D4 98.90% 98.73% 98.34% 98.00% 99.19% 99.42%
D5 99.35% 97.73% 99.30% 98.91% 98.68% 99.30%
Average 99.19% 98.09% 99.02% 98.83% 98.43% 99.33%