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Table 7 Algorithm recall comparison

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

 

h = 100 and Δ = 10

h = 50 and Δ = 20

Driver

K-means

Box Plot

Z-score

K-means

Box Plot

Z-score

D1

98.20%

96,62%

99.30%

98.10%

96.35%

98.91%

D2

98.55%

96.44%

99.17%

98.52%

96.30%

98.80%

D3

98.97%

96.74%

99.30%

98.77%

98.86%

98.60%

D4

97.91%

97.72%

99.43%

96.19%

97.80%

98.94%

D5

98.87%

96.06%

99.45%

98.12%

97.40%

98.63%

Average

98.50%

96.72%

99.33%

97.94%

97.34%

98.78%