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. 2020 May 8;194:105532. doi: 10.1016/j.cmpb.2020.105532

Table 11.

Best results for COVID-19 label for each prediction schema in the Hierarchical scenario.

Prediction Schema Feature(s) Resampling(s) F1-Score
Individual BSIF SMOTE-B1 0.8387
Early Fusion BSIF & EQP & LPQ SMOTE or TL 0.8889
Late Fusion (Top-5) BSIF & OBIF SMOTE-B1 & None 0.8276
Late Fusion (Top-Features) BSIF & EQP SMOTE-B2 & None 0.8276