Predictive performance of logistic regression for imbalanced data with categorical covariate
Logistic regression is often used for the classification of a binary categorical dependent variable using various types of covariates (continuous or categorical). Imbalanced data will lead to biased parameter estimates and classification performance of the logistic regression model. Imbalanced data...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Universiti Putra Malaysia Press
2021
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| Series: | Pertanika Journal of Science and Technology
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| Subjects: | |
| Online Access: | View Fulltext in Publisher View in Scopus |