Relevancy contemplation in medical data analytics and ranking of feature selection algorithms
This article performs a detailed data scrutiny on a chronic kidney disease (CKD) dataset to select efficient instances and relevant features. Data relevancy is investigated using feature extraction, hybrid outlier detection, and handling of missing values. Data instances that do not influence the ta...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Electronics and Telecommunications Research Institute (ETRI)
2023-06-01
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| Series: | ETRI Journal |
| Subjects: | |
| Online Access: | https://doi.org10.4218/etrij.2022-0018/ |