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Customer Churn

Attributes considered for the classifier(inputs):

S.No Attribute Name
1 CustomerID
2 Gender
3 SeniorCitizen
4 Partner
5 Dependents
6 tenure
7 PhoneService
8 MultipleLines
9 InternetSevice
10 OnlineSecurity
11 OnlineBackup
12 DeviceProtection
13 TechSupport
14 StreamingTV
15 StreamingMovies
16 Contract
17 PaperlessBilling
18 PaymentMethod
19 MonthlyCharges
20 TotalCharges

Classifier outputs:

  • [Churn] (yes/no)

Classifier model: DecisionTreeClassifier

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