Downsample

Downsampling steps

Downsampling steps
  1. How to do downsampling?
  2. What is the process of downsampling called?
  3. How do you downsample a data set?

How to do downsampling?

y = downsample( x , n ) decreases the sample rate of x by keeping the first sample and then every n th sample after the first. If x is a matrix, the function treats each column as a separate sequence. y = downsample( x , n , phase ) specifies the number of samples by which to offset the downsampled sequence.

What is the process of downsampling called?

The down sampling process is called decimation.

How do you downsample a data set?

Downsampling refers to removing records from majority classes in order to create a more balanced dataset. The simplest way of downsampling majority classes is by randomly removing records from that category.

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