The difference of model robustness assessment using cross‐validation and bootstrap methods

The validation principles on Quantitative Structure Activity Relationship issued by Organization for Economic and Co‐operation and Development describe three criteria of model assessment: goodness of fit, robustness and prediction. In the case of robustness, two ways are possible as internal validat...

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Veröffentlicht in:	Journal of chemometrics 2024-06, Vol.38 (6), p.n/a
Hauptverfasser:	Lasfar, Rita, Tóth, Gergely
Format:	Artikel
Sprache:	eng
Schlagworte:	ANN Artificial neural networks Goodness of fit MLR model validation Parameter uncertainty PLS Robustness Statistical analysis Statistical methods SVR XGBOOST
Online-Zugang:	Volltext
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