Personl age 1 2 3 4 5 sex 19 female 18 male 28 male 33 male 32 male bmi 27.9 33.77 33 22.705 28.88 childrer smoker O yes 1 no 3 no 0 no O no region charges southwest 16884.9 southeast 1725.55 southeast 4449.46 northwest 21984.4 northwest 3866.85
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Use decision tree to further explore the dataset, where the dependent variable is ‘smoker’. Please explain the approach taken. [No more than 300 words]
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Can u generate the python code for me as that i can generate the decision tree in Jupyter notebook? An example of a decision tree has been attached as image. Explain using the variables inside the decision tree.