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IEEE/ICACT20260379 Slide.38        [Big Slide]	Oral Presentation
	In this paper, we investigated the effective evaluation method for classification by multiclass logistic regression. We also examine the relationship between data item selection and entropy. By examining multiple item selection situations using real data, we gained insights into the evaluation method of data item selection and classification using the entire data and class data, entropy and f1-score. These insights were verified using specific numerical examples.

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