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. Author manuscript; available in PMC: 2018 Nov 30.
Published in final edited form as: Physiol Meas. 2017 Nov 30;38(12):2235–2248. doi: 10.1088/1361-6579/aa9772

Table 2.

Performance summary of classifier trained on combinations of network, entropy and EMR features. Values shown are pooled AUROCs

Model Training AUROC Testing AUROC
MSE 0.72 0.66
EMR 0.79 0.70
MSNR (MAP + HR) 0.85 0.78
MSE + EMR 0.83 0.73
MSNR + EMR 0.89 0.79
MSNR + MSE 0.85 0.75
MSNR + MSE + EMR 0.89 0.80