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

Table 15.

Ranking of results per resampling method in the classification scenarios.

Resampling Multi-Class
Hierarchical
Overall Avg. Rank.
COVID-19 Macro-Avg COVID-19 Macro-Avg
ADASYN 7.67 7.67 4.67 4.00 6.00
AllKNN 4.33 2.33 5.33 7.33 4.83
ENN 1.67 4.00 5.33 6.33 4.33
RENN 3.00 2.33 6.33 6.67 4.58
SMOTE 6.33 5.00 2.67 1.67 3.92
SMOTE-B1 5.67 5.00 3.67 1.67 4.00
SMOTE-B2 7.00 4.67 4.33 2.00 4.50
SMOTE+TL 6.33 7.33 4.00 3.00 5.17
TL 3.00 3.33 3.67 5.33 3.83