Question: When building predictive analytic models data is segmented into two different categories. Explain the purpose of each of those categories and explain two different mechanisms

When building predictive analytic models data is segmented into two different categories. Explain the purpose of each of those categories and explain two different mechanisms for segmenting the data, identifying which method is considered more robust. In your response be sure to include some discussion on overfitting.

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