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2. Why R2 obtained from training error cannot be used as a criterion for model selection? What is the general principle for model selection? Explain

2. Why R2 obtained from training error cannot be used as a criterion for model selection? What is the general principle for model selection? Explain in detail how cross-validation can be used for model selection

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