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. Author manuscript; available in PMC: 2020 Sep 1.
Published in final edited form as: J Affect Disord. 2019 May 28;256:33–41. doi: 10.1016/j.jad.2019.05.067

Tab. 2.

Performance comparison between different methods in FED diagnosis

Method ACC AUC SEN SPE Youden F-score BAC
LON 0.6753 0.7087 0.6951 0.6528 0.3479 0.6951 0.6739
HON 0.8247 0.8826 0.8537 0.7917 0.6453 0.8383 0.8227
HON + LON 0.8377 0.9075 0.8415 0.8333 0.6748 0.8466 0.8374

Abbreviations: ACC, accuracy; AUC, area under curve; SEN, sensitivity; SPE, specificity; BAC, balanced accuracy; LON, classification using LON features only (CLON); HON, classification using HON features only (CHON), and HON + LON, ensemble classification using both HON and LON features (CHON+LON). The bold contents indicate the proposed methods (both CHON and CHON+LON).