https://github.com/smsraj2001/customer-churn-prediction

A Machine learning based approach on customer churn analysis in python.
https://github.com/smsraj2001/customer-churn-prediction

ann customer-churn-prediction decision-tree-classifier id3-algorithm jupyter-notebook machine-learning svm test-train-split

Last synced: about 1 month ago
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A Machine learning based approach on customer churn analysis in python.

• Host: GitHub
• URL: https://github.com/smsraj2001/customer-churn-prediction
• Owner: smsraj2001
• Created: 2022-12-28T14:09:16.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2022-12-31T17:55:04.000Z (about 2 years ago)
• Last Synced: 2024-11-08T19:12:23.420Z (3 months ago)
• Topics: ann, customer-churn-prediction, decision-tree-classifier, id3-algorithm, jupyter-notebook, machine-learning, svm, test-train-split
• Language: Jupyter Notebook
• Homepage:
• Size: 9.18 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# CUSTOMER-CHURN-PREDICTION

## DETAILS

- A Machine learning based approach on customer churn analysis in python.

- Classification by ID3 decision tree, SVM and ANN.

- Customer level features are also provided.

- Analytics such as confusion matrix, accuracy, f1 score, precision, etc... are also provided.

- For complete description of the problem statement and other details, please refer to the uploaded presentation or [Click Here](https://github.com/smsraj2001/CUSTOMER-CHURN-PREDICTION/blob/main/Document%20on%20churn%20analysis.pptx) 

#### ```NOTE``` : For any queries/corrections, please feel free to mail : [email protected]