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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%