Why standardization is important in machine learning?

Question

Could someone tell me the importance of standardization in machine learning?

Answer 1

Standardization in machine learning is important as when you have to compare differently measurements that have different units then it becomes difficult to get the middle field for all the data sets available.

So, if you have different data sets with different units, then standardization is a must get the accurate output from the machine learning model.

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