Table 2. Percentages of misclassified observations for different levels of ε for the univariate methods.
Method | ε = 0.01 | ε = 0.025 | ε = 0.05 |
---|---|---|---|
Pareto.rn | 1.21 | 2.82 | 5.43 |
adjbox | 18.35 | 20.17 | 23.39 |
box | 60.99 | 60.68 | 60.59 |
bcrob.MAD | 3.84 | 6.69 | 11.37 |
bc.MAD | 3.84 | 6.77 | 11.31 |
MAD | 59.00 | 58.89 | 59.12 |
bcrob.IQR | 3.84 | 6.69 | 11.35 |
bc.IQR | 3.84 | 6.75 | 11.28 |
IQR | 48.37 | 48.42 | 49.17 |