Question: What is the gain in information from the data (tuples) partitioning based on income in order to create a decision tree? (Hint: calculate Gain(income)) What

 What is the gain in information from the data (tuples) partitioning

What is the gain in information from the data (tuples) partitioning based on income in order to create a decision tree?

(Hint: calculate Gain(income))

What is the gain ratio for the attribute name income?

(Hint: calculate GainRatio(income))

RID student Class: buys.computer 1 no credit_rating fair excellent no 2 no no 3 no fair yes 4 no fair age income youth high youth high middle-aged high senior medium senior low senior low middle aged low youth medium youth low senior medium yes yes 5 yes fair 6 yes no 7 excellent excellent fair yes no yes 8 no 9 yes fair yes 10 yes fair yes

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