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. 2019 Nov 14;20:578. doi: 10.1186/s12859-019-3172-z

Fig. 5.

Fig. 5

Nested cross-validation process, which includes an outer loop and an inner loop. The inner cross-validation loop is used to perform parameter adjustments, while the outer cross-validation loop is used to calculate the final error estimate for model performance