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Table 5 Two-phase learning with WHOI-Plankton (Avg. F1-score) [20]

From: Survey on deep learning with class imbalance

Classifier All classes L5 Rest
(A) Full 0.1773 0.7773 0.1548
(B) Noise 0.2465 0.5409 0.3599
(C) Aug 0.2726 0.5776 0.3700
(D) Thresh 0.3086 0.6510 0.4044
(E) Noise + full 0.3038 0.7531 0.2971
(F) Aug + full 0.3212 0.7668 0.3156
(G) Thresh + full 0.3339 0.7791 0.3262