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Inflated prediction accuracy of neuropsychiatric biomarkers caused by data leakage in feature selection
In recent years, machine learning techniques have been frequently applied to uncovering neuropsychiatric biomarkers with the aim of accurately diagnosing neuropsychiatric diseases and predicting treatment prognosis. However, many studies did not perform cross validation (CV) when using machine learn...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8042090/ https://www.ncbi.nlm.nih.gov/pubmed/33846489 http://dx.doi.org/10.1038/s41598-021-87157-3 |