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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%