I read about histogram equalization of dataset. It is commonly used for image
data. It is written: Each variable in dataset is assigned to one bin. Then,
each variable in the dataset is assigned to one bin, incrementing the value
of that bin by one. Then, a cumulative histogram is created by adding to
each bin the value of its preceding bins. Finaly, the value of each bin is
divided by the total number of observations, thus standardizing the data
within the interval of [0,1].
Could you show me how to get it?
If a have a dataset below:
X1
X2
Min. :-4.37371 Min. :-27.84627
1st Qu.:-0.20558 1st Qu.: 0.00000
Median :-0.01528 Median : 0.07848
Mean :-0.04896 Mean : 0.02751
3rd Qu.: 0.14511 3rd Qu.: 0.28831
Max. : 0.78047 Max. : 0.89851
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