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K-Fold Cross-Validation - What is the difference between cross-validation and k-fold cross-validation?


It is common practice to split the observations into smaller groups while using cross-validation, as opposed to making a single partition to split all data into training and testing sets. The number of groups or "folds" used in this subdivision procedure is represented by the word "k" in k-fold cross-validation.