The International Journal of Fuzzy Logic and Intelligent Systems

eISSN 2093-744X
pISSN 1598-2645

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Fig. 3.

Comparison with or without BN about two loss function types and various regularization coefficients in loss function within training time. (I) Cross-entropy with L1 0.0 and L2 0.0 regularization coefficient, (II) cross-entropy with L1 0.0 and L2 0.5 regularization coefficient, (III) cross-entropy with L1 0.5 and L2 0.0 regularization coefficient, (IV) cross-entropy with L1 0.5 and L2 0.5 regularization coefficient, (V) focal loss with L1 0.0 and L2 0.0 regularization coefficient, (VI) focal loss with L1 0.0 and L2 0.5 regularization coefficient, (VII) focal loss with L1 0.5 and L2 0.0 regularization coefficient, and (VIII) Focal loss with L1 0.5 and L2 0.5 regularization coefficient.

International Journal of Fuzzy Logic and Intelligent Systems 2020;20:59~68 https://doi.org/10.5391/IJFIS.2020.20.1.59
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