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Outlier Detection - L2- Outlier detection scenarios

Quiz by Chenbo Shi

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3 questions
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  • Q1

    What type of task is outlier detection?

    unsupervised learning

    semi-supervised learning

    supervised learning

    all of the other three

    15s
  • Q2

    Consider the case of a dataset that has labels identifying the outliers and inliers, and the task is to learn how to detect similar outliers in a new unlabelled dataset. Is that supervised, unsupervised, or semi-supervised scenario?

    Semi-supervised

    Supervised

    Unsupervised

    15s
  • Q3

    Given the following settings of data, categorize them into the correct outlier detection scenario. (N: outlier; P: Inlier)

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    30s

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