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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 5.

Validation metrics and 95% confidence intervals for level of separability “Configuration 2”

SVM selected

using:
Score [95% CI]
Difference from

Ref. Lw¯ *
AUC Acc Bacc Lw¯ [95% CI]
AUC 0.92 [0.88 0.94] 0.82 [0.79 0.84] 0.83 [0.79 0.87] −2.49 [−3.78 −1.31] 4.21%
Bacc 0.91 [0.88 0.94] 0.84 [0.82 0.86] 0.84 [0.80 0.88] −2.92 [−4.51 −1.54] 22.33%
*

Reference Lw¯ =−2.39 [−3.26, −1.58]