Journal of Internet Services and Applications

Table 14 Quality metrics comparison

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

Algorithm	Quality Metrics
Algorithm	RAM(MB)	CPU (%)	Time (ms)
K-means	7.29 MB	21.78%	727.75 ms
Box Plot	6.80 MB	11.43%	176.50 ms
Z-score	6.27 MB	7.04%	100.60 ms
VEDAS [74]	6.34 MB	26.39%	501.00 ms
Fuzzy [76]	6.99 MB	26.67%	10.11 ms
Backpropagation [14]	13.72 MB	27.22%	11.21 ms
Join Driving [55]	6.32 MB	8.27%	10.64 ms
Naïve Bayes classifier [56]	12.57 MB	17.38%	15.12 ms

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