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The table below shows a sample dataset of whether a customer responds to a survey or not. 'Outcome' is the class label.
District House Type Income Previous Customers Outcome
Suburban Detached High No Nothing
Suburban Detached High Yes Nothing
Suburban Detached High No Responded
Urban Semi - Detached High No Responded
Urban Semi - Detached Low No Responded
Urban Semi - Detached Low No Nothing
Rural Semi - Detached Low Yes Responded
Suburban Terrace High No Nothing
Suburban Semi - Detached Low No Responded
Urban Terrace Low No Responded
Suburban Terrace Low Yes Responded
Rural Terrace High Yes Responded
Rural Detached Low No Responded
Urban Terrace High Yes Nothing

Construct a Decision Tree Classifier for the dataset. For a new example (Rural, semidetached, low, No), what will be the predicated class label?

decision tree classifier • 209  views
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