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HPE7-A02 · Question #61

HPE Aruba Networking ClearPass Device Insight (CPDI) could not classify some endpoints using system and user rules. Using machine learning, it did assign those endpoints to a cluster and discover a…

The correct answer is A. The recommendation has 96% confidence, and it is based on 13 classified devices. HPE Aruba Networking ClearPass Device Insight (CPDI) uses machine learning to assign endpoints to clusters and provide classification recommendations. For CPDI to automatically classify endpoints, specific thresholds of confidence and supporting classified devices must be The…

Implementing Advanced Security Features

Question

HPE Aruba Networking ClearPass Device Insight (CPDI) could not classify some endpoints using system and user rules. Using machine learning, it did assign those endpoints to a cluster and discover a recommendation. In which of these circumstances does CPDI automatically classify the endpoints based on that recommendation?

Options

  • AThe recommendation has 96% confidence, and it is based on 13 classified devices.
  • BThe recommendation has 98% confidence, and it is based on 5 classified devices.
  • CThe recommendation has 93% confidence, and it is based on 36 classified devices.
  • DThe recommendation has 100% confidence, and it is based on 4 classified devices.

How the community answered

(43 responses)
  • A
    95% (41)
  • B
    2% (1)
  • C
    2% (1)

Explanation

HPE Aruba Networking ClearPass Device Insight (CPDI) uses machine learning to assign endpoints to clusters and provide classification recommendations. For CPDI to automatically classify endpoints, specific thresholds of confidence and supporting classified devices must be The generally required thresholds are: Minimum Confidence Level: Typically, CPDI requires a recommendation confidence level of at Minimum Supporting Devices: CPDI needs a cluster to include at least 10 classified devices to ensure the recommendation is statistically meaningful.

Topics

#CPDI#machine learning classification#endpoint profiling#confidence threshold

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