This content originally appeared on DEV Community and was authored by Xi
Introduction
In this article, I will introduce holdout validation and several common cross-validation methods.
I have created some beautiful illustrations to help understand these concepts.
Holdout Validation
Leave-p-out Cross-Validation(LpOCV)
Leave-one-out Cross-Validation(LOOCV)
K-Fold Cross-Validation
Repeated Random Subsampling Validation
This content originally appeared on DEV Community and was authored by Xi
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Xi | Sciencx (2022-07-10T05:05:20+00:00) Cross-Validation Clearly Explained in 5 Graphs. Retrieved from https://www.scien.cx/2022/07/10/cross-validation-clearly-explained-in-5-graphs/
" » Cross-Validation Clearly Explained in 5 Graphs." Xi | Sciencx - Sunday July 10, 2022, https://www.scien.cx/2022/07/10/cross-validation-clearly-explained-in-5-graphs/
HARVARDXi | Sciencx Sunday July 10, 2022 » Cross-Validation Clearly Explained in 5 Graphs., viewed ,<https://www.scien.cx/2022/07/10/cross-validation-clearly-explained-in-5-graphs/>
VANCOUVERXi | Sciencx - » Cross-Validation Clearly Explained in 5 Graphs. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2022/07/10/cross-validation-clearly-explained-in-5-graphs/
CHICAGO" » Cross-Validation Clearly Explained in 5 Graphs." Xi | Sciencx - Accessed . https://www.scien.cx/2022/07/10/cross-validation-clearly-explained-in-5-graphs/
IEEE" » Cross-Validation Clearly Explained in 5 Graphs." Xi | Sciencx [Online]. Available: https://www.scien.cx/2022/07/10/cross-validation-clearly-explained-in-5-graphs/. [Accessed: ]
rf:citation » Cross-Validation Clearly Explained in 5 Graphs | Xi | Sciencx | https://www.scien.cx/2022/07/10/cross-validation-clearly-explained-in-5-graphs/ |
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