Target density

Misclasifcation rate

KDD2

KDS2

KDSC

LD

QD

n = 100, k = 1000

D

mean

0.0793

0.00600

0.0050

0.0101

0.0050

SD

0.0013

0.0013

0.0013

0.0042

0.0014

E

mean

0.00798

0.0719

0.0798

0.0703

0.0701

SD

0.0120

0.0110

0.0071

0.0082

0.0081

K

mean

0.3008

0.2810

0.17989

0.6125

0.5998

SD

0.0152

0.01320

0.0128

0.0396

0.0324

L

mean

0.1615

0.1517

0.1607

0.4010

0.2115

SD

0.0156

0.0124

0.0146

0.0167

0.0189

n = 1000, k = 1000

D

mean

0.0048

0.0050

0.0044

0.0059

0.039

SD

0.0015

0.0015

0.0013

0.0014

0.0016

E

mean

0.0499

0.0499

0.0489

0.0509

0.0498

SD

0.00146

0.0014

0.0014

0.0016

0.0013

K

mean

0.0498

0.0501

0.0498

0.0498

0.0497

SD

0.0015

0.0016

0.0015

0.0014

0.0013

L

mean

0.4998

0.4996

0.4500

0.5189

0.4984

SD

0.0154

0.0155

0.0154

0.0121

0.0164