Inflated prediction accuracy of neuropsychiatric biomarkers caused by data leakage in feature selection. | Sci Rep;11(1): 7980, 2021 04 12. | MEDLINE

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

Shim, Miseon; Lee, Seung-Hwan; Hwang, Han-Jeong.

Affiliation

Shim M; Department of Electronics and Information, Korea University, 2511, Sejong-ro, Jochiwon-eup, Sejong-si, 30019, Republic of Korea.
Lee SH; Psychiatry Department, Ilsan Paik Hospital, Inje University, Goyang, Republic of Korea.
Hwang HJ; Clinical Emotion and Cognition Research Laboratory, Goyang, Republic of Korea.

Sci Rep ; 11(1): 7980, 2021 04 12.

Article in En | MEDLINE | ID: mdl-33846489

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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: Sci Rep Year: 2021 Document type: Article Country of publication:

Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: Sci Rep Year: 2021 Document type: Article Country of publication: