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Developing and Evaluating an Anomaly Detection System

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  • Possible evaluation metrics:
    • True positive, false positve, false negative, true negative,
    • Precision / Recall
    • F1-score

Anomaly Detection vs. Supervised Learning

Anomaly detection vs. Supervised learning

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Chossing What Features to Use

大神教你看 feature!

  • 把 Data 圖形化!!

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Error analysis

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Chossing features

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