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(Information Gain) Suppose the entropy of a diverse node is 0.9 and the candidate splits (with their entropies) are: Split 1 (0.6) Split 2 (0.7)

(Information Gain) Suppose the entropy of a diverse node is 0.9 and the candidate splits (with their entropies) are: Split 1 (0.6) Split 2 (0.7) Split 3 (0.8) Choose the split by C4.5 algorithm. Then, the corresponding information gain is ___.

A.

0.3

B.

1.0

C.

0.8

D.

0.2

E.

0.7

F.

0.9

G.

0.6

H.

0.1

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