Journal of Big Data

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

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