Question: QUESTION 10 using the table and decision tree classification model age income student credit_rating buys_computer 40 medium no fair Yes >40 medium yes fair No

QUESTION 10

  1. using the table and decision tree classification model

    age

    income

    student

    credit_rating

    buys_computer

    <=30

    low

    yes

    fair

    No

    <=30

    medium

    yes

    excellent

    No

    >40

    low

    yes

    fair

    Yes

    >40

    medium

    no

    fair

    Yes

    >40

    medium

    yes

    fair

    No

    3140

    high

    no

    fair

    Yes

    3140

    high

    yes

    fair

    Yes

    3140

    low

    yes

    excellent

    No

    3140

    medium

    no

    excellent

    Yes

    <=30

    high

    no

    excellent

    No

    <=30

    low

    no

    fair

    Yes

    <=30

    medium

    no

    fair

    No

    >40

    low

    yes

    excellent

    Yes

    The Gini Index of the child low of the node income is :

    0.38

    0.48

    0.44

    0.34

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