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IEEE/ICACT20210223 Question.3 Questioner: franklinlu888@outlook.com 2021-02-10 오후 12:54:38	IEEE/ICACT20210223 Answer.3 Answer by Auhor yfhou@okayama-u.ac.jp 2021-02-10 오후 12:54:38
Do you think the Convolutional Neural Network can be improved in your study? How?	Thank you for your question. The CNN can obtain promising performance especially when the targets of input data or image have an even distribution. However, when target includes a few values which occupy major distribution, the prediction process is apt to make the predicted value near to these values after training process. Therefore, some rare values are neglected which may reduce the prediction accuracy. This is major reason that we make the vectorization for the prediction target to change its distribution for good prediction accuracy.

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