Table 5:
Correlation coefficient and Kolmogorov-Smirnov test statistic between empirical and theoretical CDF of the Mahalanobis distance and the condition number of global
.
Name
Preprocessing
Correlation
KS statistic
Condition number of
CAM
None
0.937
0.579
SB
0.984
0.295
KDR
0.993
0.178
KDR (5 kcp)
0.892
0.540
OSLO1
None
0.999
0.049
SB
0.997
0.093
KDR
0.999
0.049
KDR (5 kcp)
0.973
0.251
BJO
None
0.986
0.278
SB
0.973
0.343
SQRT + SB
0.992
0.188
OSLO2
None
0.979
0.336
SB
0.961
0.409