https://github.com/vijayjoshi16/credit-card-fraud-detection-using-ml-in-python

Credit Card Fraud Detection Using ML in Python
https://github.com/vijayjoshi16/credit-card-fraud-detection-using-ml-in-python

data-analysis jupyter-notebook logistic-regression machine-learning matplotlib-pyplot numpy pandas python regression seaborn

Last synced: about 1 month ago
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Credit Card Fraud Detection Using ML in Python

• Host: GitHub
• URL: https://github.com/vijayjoshi16/credit-card-fraud-detection-using-ml-in-python
• Owner: vijayjoshi16
• Created: 2020-08-06T14:28:30.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-09-05T05:45:19.000Z (over 4 years ago)
• Last Synced: 2024-11-01T08:28:45.228Z (2 months ago)
• Topics: data-analysis, jupyter-notebook, logistic-regression, machine-learning, matplotlib-pyplot, numpy, pandas, python, regression, seaborn
• Language: Jupyter Notebook
• Homepage:
• Size: 41.9 MB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        



CREDIT CARD FRAUD DETECTION USING ML IN PYTHON WITH THE HELP OF LOGISTIC REGRESSION




Download the dataset and jupyter notebook to run this project in you local system




  
Algorithm used:Logistic regression

  


  
99.91% accuracy

  
Confusion matrix

    


[[198961     75]




[91    238]]

  


Classification report

  


  
          precision   recall     f1-score    support


           0       1.00      1.00      1.00    199036

           1       0.76      0.72      0.74       329

    accuracy                           1.00    199365

  


macro avg      0.88      0.86      0.87    199365

   


  
weighted avg   1.00      1.00      1.00    199365