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Loop Through Folds

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Loop Through Folds is The kf.split(X) method generates indices for the training and validation sets.

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5 facts
PredicateValueRef
Splits Data IntoX Train[1]
Splits Data IntoX Val[1]
Splits Data IntoY Train[1]
Splits Data IntoY Val[1]
DescriptionThe kf.split(X) method generates indices for the training and validation sets[1]

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descriptionbeam/2e6d4246-fcc3-4855-b040-d7674feb705a
The kf.split(X) method generates indices for the training and validation sets
splitsDataIntobeam/2e6d4246-fcc3-4855-b040-d7674feb705a
ex:X-train
splitsDataIntobeam/2e6d4246-fcc3-4855-b040-d7674feb705a
ex:X-val
splitsDataIntobeam/2e6d4246-fcc3-4855-b040-d7674feb705a
ex:y-train
splitsDataIntobeam/2e6d4246-fcc3-4855-b040-d7674feb705a
ex:y-val

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  1. ctx:claims/beam/2e6d4246-fcc3-4855-b040-d7674feb705a
    • full textbeam-chunk
      text/plain1 KBdoc:beam/2e6d4246-fcc3-4855-b040-d7674feb705a
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      2. **Loop Through Folds**: The `kf.split(X)` method generates indices for the training and validation sets. For each fold, the data is split into `X_train`, `X_val`, `y_train`, and `y_val`. 3. **Fit and Predict**: The model is fitted on th

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