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Journal of Big Data

Table 3 Imbalanced CIFAR-10 classification [79]

From: Survey on deep learning with class imbalance

  Total Airplane Automobile Bird Cat Deer Dog Frog Horse Ship Truck
Dist. 1 0.73 0.78 0.84 0.62 0.57 0.70 0.62 0.80 0.76 0.84 0.80
Dist. 2 0.69 0.74 0.75 0.58 0.33 0.58 0.65 0.84 0.78 0.87 0.79
Dist. 3 0.66 0.71 0.75 0.59 0.30 0.52 0.61 0.79 0.77 0.85 0.73
Dist. 4 0.27 0.78 0.24 0.12 0.08 0.19 0.24 0.33 0.27 0.21 0.27
Dist. 5 0.10 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
Dist. 6 0.73 0.74 0.86 0.65 0.53 0.71 0.63 0.81 0.76 0.83 0.79
Dist. 7 0.73 0.75 0.86 0.66 0.52 0.71 0.63 0.80 0.78 0.84 0.79
Dist. 8 0.66 0.63 0.75 0.55 0.35 0.51 0.58 0.82 0.74 0.84 0.80
Dist. 9 0.10 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00
Dist. 10 0.69 0.75 0.77 0.56 0.42 0.66 0.63 0.76 0.70 0.81 0.79
Dist. 11 0.69 0.74 0.82 0.58 0.44 0.59 0.64 0.80 0.69 0.83 0.81
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