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Anomaly Detection System using Gaussian Mixture Models

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CIBC-Hackathon

  • this is an unsupervised machine learning project repository
  • the objective of this project is to return the most likely anomalies given the 2006 CIBC Insurance claims dataset
  • the strategy is to use GMM to isolate datapoints with small probability scores in their respectice cluster
  • the outlier's and classified as anomolies and are ranked in terms of increasing probabilities

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Anomaly Detection System using Gaussian Mixture Models

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