Housing problem

what is the meaning of capped in the histogram graphs of housing

Hi Soumyadeep,

Capped means that the median house value is set so that their values does not go beyond a certain limit, so your machine learning algorithm may learn that the price never go beyond that set limit, and it certainly can be a problem in future stages of the model. So, we have to make sure beforehand about the capped values and keep that in mind while further proceeding with the project.


1 Like