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COMPARISON OF SMOTE RANDOM FOREST AND SMOTE K-NEAREST NEIGHBORS CLASSIFICATION ANALYSIS ON IMBALANCED DATA

In machine learning study, classification analysis aims to minimize misclassification and also maximize the results of prediction accuracy. The main characteristic of this classification problem is that there is one class that significantly exceeds the number of samples of other classes. SMOTE minor...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Jus Prasetya, Abdurakhman Abdurakhman
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Universitas Diponegoro 2023-04-01
Rangatū:Media Statistika
Ngā marau:
Urunga tuihono:https://ejournal.undip.ac.id/index.php/media_statistika/article/view/42755
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