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. Author manuscript; available in PMC: 2015 Oct 1.
Published in final edited form as: Struct Multidiscipl Optim. 2014 Jul 8;50(4):523–535. doi: 10.1007/s00158-014-1105-z

Table 4.

Validation metrics and 95% confidence intervals for level of separability “Configuration 1”

SVM selected

using:
Score [95% CI]
Difference from

Ref. Lw¯ *
AUC Acc Bacc Lw¯ [95% CI]
AUC 0.97 [0.96 0.98] 0.89 [0.87 0.91] 0.93 [0.91 0.95] −0.35 [−0.69 −0.16] 6.05%
Bacc 0.97 [0.96 0.98] 0.83 [0.81 0.85] 0.90 [0.88 0.92] −0.72 [−1.50 −0.20] 118.67%
*

Reference Lw¯ =−0.33 [−0.57, −0.17]