Depth-Based Classification for Distributions with Nonconvex Support

Table 2

Mean misclassification rates (in percent) for population 1 (upper) and population 2 (lower).

	LDA	Halfspace classif.	Band depth classif.
Situation 1	22.6	24.3	26.5
𝑁=100	21.9	24.9	27.3
Situation 1	22.4	22.6	23.3
𝑁=1000	22.7	22.9	23.1
Situation 2	44.2	29.6	18.8
𝑁=100	43.5	29.4	18.9
Situation 2	47.5	28.4	7.6
𝑁=1000	48.2	29.2	7.2
Situation 3	0.1	6.0	12.0
𝑁=100	22.2	30.7	10.9
Situation 3	0.1	0.8	1.6
𝑁=1000	23.3	28.7	3.1