Inflated prediction accuracy of neuropsychiatric biomarkers caused by data leakage in feature selection.

The prediction accuracy of the feature selection method performed within CV showed an increasing trend as the number of features increased until a certain number of features (about 10 for each classifier), but after which it showed a continuously decreasing trend.

also in 63,971 other papers