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Multiclass logistic regression analysis has been used as a basic method for various multi-class classification problems [1],
including image classification problems.
In recent references,
nonlinear randomized multiclass logistic regression analysis was proposed as a method to improve the classification accuracy of multiclass logistic regression by using randomization and nonlinearization [2].
Multiclass logistic regression analysis has been developed as a theoretically sophisticated method as an extension of regression analysis.
Numerous applied studies on multiclass classification have been conducted.
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IEEE/ICACT20260379 Slide.04
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