Multiple Choice Questions on In which of the following cases will K means clustering fail to give good results 1 Data points with........... for 12th Standard Preparation

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Multiple Choice Questions

In which of the following cases will K means clustering fail to give good results 1 Data points with...........

Computer Science (CUET) MCQ practise
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    In which of the following cases will K-means clustering fail to give good results?

    1) Data points with outliers

    2) Data points with different densities

    3) Data points with nonconvex shapes

    1 and 2

    Incorrect Answer

    2 and 3

    Incorrect Answer

    1 and 3

    Incorrect Answer

    All of the above

    Correct Answer
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    Explanation:

    K-means clustering algorithm fails to give good results when the data contains outliers, the density spread of data points across the data space is different, and the data points follow nonconvex shapes.

    By: santosh
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