Table 5 Algorithm accuracy comparison
Driver | h = 100 and Δ = 10 | h = 50 and Δ = 20 | ||||
|---|---|---|---|---|---|---|
K-means | Box Plot | Z-score | K-means | Box Plot | Z-score | |
D1 | 98.15% | 96.30% | 98.78% | 98.05% | 93.71% | 98.58% |
D2 | 98.55% | 95.90% | 98.17% | 98.16% | 96.30% | 98.80% |
D3 | 98.75% | 96.13% | 98.04% | 98.40% | 96.61% | 98.59% |
D4 | 97.84% | 97.59% | 96.76% | 96.12% | 97.80% | 98.94% |
D5 | 98.71% | 95.62% | 98.63% | 97.86% | 97.40% | 98.57% |
Average | 98.40% | 96.30% | 98.07% | 97.72% | 96.36% | 98.70% |