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Cross Validation in Data Science Life Cycle

@nagu2487 wrote:

Hi All,

I am a newbie in Data Science. I would like to know when shall we use Cross Validation techniques in a Data Science Project.
For ex . I understand K Fold Cross Validation technique is used to iterate over the entire dataset to choose training and test data set and get the maximum accuracy in a particular combination of training and test set. Then we will calculate the RMSE. In this i would like to know only based on Cross Validation technique we will choose the training and test set which gives the maximum accuracy ???

Thank you
Nagu.

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