Table 2.
Range | Ideal | Biased Sample | |||
---|---|---|---|---|---|
KL | Bias against Minority | ||||
Corrected | Naive | Corrected | Naive | ||
0.01–0.125 (dispersed) | 0.13 | 0.16 | 0.16 | −0.2% | −14% |
0.125–0.25 (ordered) | 0.34 | 0.45 | 0.46 | −0.1% | −40% |
0.25–0.5 (near-critical) | 0.43 | 0.55 | 0.60 | 9.6% | −51% |
0.5–1.0 (critical) | 0.48 | 0.57 | 0.71 | 0.1% | −65% |