3. Entropy is also defined when classification is into three or more classes. The entropy of a set S relative to n distinct classes is defined as: 22 Entropy (S) = [- -Pi log₂ Pi where p; is the proportion of the Set S in class I, with i=1, ..., n. Notice that the logarithms are still calculated base 2. Calculate the entropy of the set S, where p₁ = 6 20 J P2 = 9 20 = ,P3 = 2500

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3. Entropy is also defined when classification is into three or more classes.
The entropy of a set S relative to n distinct classes is defined as:
22
Entropy (S) = [- -Pi log₂ Pi
where p; is the proportion of the Set S in class I, with i=1, ..., n. Notice that the
logarithms are still calculated base 2.
Calculate the entropy of the set S, where p₁
=
6
20
J
P2
=
9
20
=
,P3 = 2500
Transcribed Image Text:3. Entropy is also defined when classification is into three or more classes. The entropy of a set S relative to n distinct classes is defined as: 22 Entropy (S) = [- -Pi log₂ Pi where p; is the proportion of the Set S in class I, with i=1, ..., n. Notice that the logarithms are still calculated base 2. Calculate the entropy of the set S, where p₁ = 6 20 J P2 = 9 20 = ,P3 = 2500
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