Implementation of Winsorizing and random oversampling on data containing outliers and unbalanced data with the random forest classification method
Many researchers conduct research using the classification method, to find out the best method for predicting the class of an observation. Some of these studies explain that random forest is the best method. However, the classification of data containing outliers and unbalanced data is a complicated...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Universitas Syiah Kuala, Faculty of Mathematics and Natural Science
2022-06-01
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| Series: | Jurnal Natural |
| Subjects: | |
| Online Access: | http://jurnal.unsyiah.ac.id/natural/article/view/25499 |