Splitting data set using information gain
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How find maximunm information gain and using this maximum information gain how can I split each row of my data set.
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KSSV
le 8 Nov 2019
Can you elaborate? What is maximum information gain? What exactly you want to do with the data?
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Shishir Singhal
le 28 Juil 2020
Hi,
I seems like you want to split your data into two sets in the basis of information gain.
Please refer to the file exchange link: https://in.mathworks.com/matlabcentral/fileexchange/14996-entropy
I only need to decide which column of your dataset is represented as a "class" i,e. target variable and which columns are represented as features. Use function "entropyF" to calculate the entropy of each feature variable with respect to "class" variable. Function "getBestEnt" return the index of the feature having highest information gain.
Hope it helps. !!!
Thanks
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