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Table 12 Algorithm error rate

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 1.85% 3.70% 1.22% 1.35% 3.20% 1.00%
D2 1.45% 4.10% 1.83% 1.50% 3.40% 0.93%
D3 1.25% 3.87% 1.96% 1.17% 2.80% 1.80%
D4 2.16% 2.44% 3.24% 1.50% 2.00% 1.20%
D5 1.29% 4.38% 1.37% 1.45% 3.80% 1.10%
Average 1.60% 3.70% 1.93% 1.39% 3.04% 1.21%