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Help with calculating the information (Entropy) and the Info gain with the below equation Information Content (Entropy): I(P(v1),,P(vk))=i=1P(vi)log2P(vi) Where: k is the number of classes,

Help with calculating the information (Entropy)

and the Info gain with the below equation

image text in transcribedimage text in transcribedimage text in transcribed Information Content (Entropy): I(P(v1),,P(vk))=i=1P(vi)log2P(vi) Where: k is the number of classes, vk refers to the samples belong to the Class k,P(vk) is the percentage of number of sample vk among all sample A chosen attribute A divides the training set E into subsets E1,,Ev according to their values for A, where A has v distinct values. remainder(A)=i=1vp+npi+niI(pi+nipi,pi+nini) Information Gain (IG) or reduction in entropy from the attribute test: IG(A)=I(p+np,p+nn)remainder(A) Calculate (1) the information and (2) the remainder of information for the following tree with a specific attribute. Your results should be in fractional format rather than decimal format. For example, 2/3, or 6Xlog(3), or 3+log5+log(2/3), where X represents multiplication. (1) the information: (2) the remainder of information

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