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Credit Card Fraud Detection using anomaly detection with probability densities.

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bxrddy/credit-card-fraud-detection

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Credit Card Fraud Detection

Synopsis

This project is built using two of the several methods of the Anomaly detection with Probability Densities.

The two major algorithms namely:

  1. A local Out Wire Factor to calculate anomaly scores.
  2. Isolation forced algorithm.

The dataset of over 280,000 credit card transactions is available on kaggle.

License

The software licensed under the MIT license.

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Credit Card Fraud Detection using anomaly detection with probability densities.

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