Decision Tree Classifier
Problem Statement :
A dataset collected in a cosmetics shop showing details of customers and whether or not they
responded to a special offer to buy a new lip-stick is shown in table below. Use this dataset to
build a decision tree, with Buys as the target variable, to help in buying lip-sticks in the future.
Find the root node of decision tree. According to the decision tree you have made from previous
training data set, what is the decision for the test data: [Age < 21, Income = Low, Gender =
Female, Marital Status = Married]?
Program :
A dataset collected in a cosmetics shop showing details of customers and whether or not they
responded to a special offer to buy a new lip-stick is shown in table below. Use this dataset to
build a decision tree, with Buys as the target variable, to help in buying lip-sticks in the future.
Find the root node of decision tree. According to the decision tree you have made from previous
training data set, what is the decision for the test data: [Age < 21, Income = Low, Gender =
Female, Marital Status = Married]?
No comments: