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Automatic-Outlier-Detection-Anomoly-Detection

How to use automatic outlier detection and removal to improve machine learning predictive modeling performance

Automatic Outlier Detection algorithm

  1. Isolation Forest
  2. Minimum Covariance Determinant
  3. Local Outlier Factor
  4. One-Class SVM

Download data from here

https://www.kaggle.com/nphantawee/pump-sensor-data

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how to use automatic outlier detection and removal to improve machine learning predictive modeling performance

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