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Explain the main problem with hold out cross validation and explain the approach of K-fold cross-validation to solve this problem. Present how to do K-fold cross validation in scikit-learn
• Give a little review about the need for cross-validation
• Explain the main problem with hold out cross-validation
• Explain how k-fold cross validation works and show how to do it in scikit-learn
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