Question: Question- When scientists build models, they work hard to avoid overfitting. To reduce the drawback of overfitting the huge combination of parameters has to be

Question- When scientists build models, they work hard to avoid overfitting. To reduce the drawback of overfitting the huge combination of parameters has to be managed. From your own experiences and reading:

## Explain what are the major problems with overfitting.

## How would you fix the problems you mentioned?

## Explain the compromises related to the model after the problems of overfitting are resolved. Or if there are no compromises, explain why is that so.

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