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Consider the problem of deciding whether or not to play tennis, based on the attributes of rain and wind of the morning in question. Here
Consider the problem of deciding whether or not to play tennis, based on the attributes of rain and wind of the morning in question. Here is a set of training examples.
Example | PlayTennis | Wind | Rain |
1 | false | True | False |
2 | false | True | True |
3 | true | False | True |
4 | false | False | False |
5 | true | True | False |
6 | true | True | True |
According to the information gain, which attribute will be chosen as the root of the decision tree learned from these examples? (Hint: log2 3 = 1.6)
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