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This Machine Learning Model Predict behavior to retain customers of a credit card services.

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NewthingAde/Attrition_Of_Customer_Machine_Learning_Model

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Attrition_Of_Customer_Machine_Learning_Mode

This Machine Learning Model Predict behavior to retain customers of a credit card services. All relevant customer data was analysed and focused was on customer retention.

Model Result

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The project challenge is that the manager at the bank is disturbed with more customers leaving their credit card services. In the model I choose "accuracy" as my metrics and I run different Machine learning models to gett the best fit model which is RandomForestClassifier() model.

This dataset consists of 10,127 customers mentioning their age, salary, marital_status, credit card limit, credit card category, etc. There are about 22 features.

Data Visualization

Data visualization of the project can be seen in the link below.

NewthingAde/Credit-Card-customers-Data-Visualization#1 (comment)

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This Machine Learning Model Predict behavior to retain customers of a credit card services.

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