Knowledge Discovery process

Question 1

How can you reduce noise in data?

Answer 1

Binning

Question 2

What is Binning?

Answer 2

A smoothing technique
- Sort values of noisy attributes
- Distribute sorted values into a number of bins
- Replace the values in each bin by more representative values