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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 3.

Validation metrics (scores) and 95% confidence intervals

SVM selected using:	Score [95% CI]				Difference from Ref. $\bar{L_{w}}$ *
SVM selected using:	AUC	Acc	Bacc	$\bar{L_{w}}$ [95% CI]	Difference from Ref. $\bar{L_{w}}$ *
AUC	0.73 [0.68 0.78]	0.68 [0.65 0.71]	0.65 [0.60 0.71]	−3.02 [−4.03 −2.06]	28.78%
Acc	0.58 [0.51 0.64]	0.85 [0.83 0.87]	0.55 [0.51 0.60]	−10.64 [−13.30 −8.16]	353.40%
Bacc	0.67 [0.61 0.73]	0.70 [0.67 0.73]	0.63 [0.57 0.69]	−3.90 [−5.11 −2.77]	66.08%

Reference $\bar{L_{w}}$ =−2.35 [−3.02, −1.78]