Expression of Concern: Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems.
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| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2025-08-01
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| Series: | PLOS Digital Health |
| Online Access: | https://doi.org/10.1371/journal.pdig.0000984 |
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| _version_ | 1849228064297320448 |
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| author | PLOS Digital Health Editors |
| author_facet | PLOS Digital Health Editors |
| author_sort | PLOS Digital Health Editors |
| collection | DOAJ |
| format | Article |
| id | doaj-art-208770a3337a48ba857da4002c9fdfdc |
| institution | Kabale University |
| issn | 2767-3170 |
| language | English |
| publishDate | 2025-08-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLOS Digital Health |
| spelling | doaj-art-208770a3337a48ba857da4002c9fdfdc2025-08-23T05:33:14ZengPublic Library of Science (PLoS)PLOS Digital Health2767-31702025-08-0148e000098410.1371/journal.pdig.0000984Expression of Concern: Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems.PLOS Digital Health Editorshttps://doi.org/10.1371/journal.pdig.0000984 |
| spellingShingle | PLOS Digital Health Editors Expression of Concern: Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems. PLOS Digital Health |
| title | Expression of Concern: Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems. |
| title_full | Expression of Concern: Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems. |
| title_fullStr | Expression of Concern: Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems. |
| title_full_unstemmed | Expression of Concern: Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems. |
| title_short | Expression of Concern: Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems. |
| title_sort | expression of concern imbalanced class distribution and performance evaluation metrics a systematic review of prediction accuracy for determining model performance in healthcare systems |
| url | https://doi.org/10.1371/journal.pdig.0000984 |
| work_keys_str_mv | AT plosdigitalhealtheditors expressionofconcernimbalancedclassdistributionandperformanceevaluationmetricsasystematicreviewofpredictionaccuracyfordeterminingmodelperformanceinhealthcaresystems |