in histogram what is the meaning of bins and figsize that was in housing model
Hi Soumyadeep,
In a histogram , the total range of data set values we want in the plot (i.e from minimum value to maximum value) is divided into 8 to 15 equal parts. These equal parts are known as bins or class intervals. Each and every observation (or value) in the data set is placed in the appropriate bin.
Any observation can occupy one and only one bin as used in the housing price prediction project.
And the figsize as the name suggests, denotes the size of the plotted figure we want.
Regards.
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.
Regards