A data analysis is producing a noisy output. Which of the following techniques will help reduce the noise?

Employ sampling and $x-$fold cross validation.

Rely on domain$-$specific cleaning and normalization.

Combine features to create composite data elements.

Delete selected cases until the noise is reduced.

Select features that have less noise.