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Evelina CAMILLERI
ST Employee
July 13, 2022
Solved

Nice show case! I'm just curious: in a real life scenario, when you really need to be extremely precise in detection, how "far" can you get with this sensor? And in that case what step is the most critical? Data logging? Setting features parameters/f

  • July 13, 2022
  • 1 reply
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    Best answer by Luca SEGHIZZI

    There are two most critical steps (not only for the real case, but also for the demo): the first one is to get as many relevant data as possible; data logging is therefore the first most critical point. Second, you need to well screen the acquired data and categorize them properly. These steps are fundamental, without a proper logging, data analysis and classification, the final Decision Tree algorithm will perform below the expectations.

    1 reply

    Luca SEGHIZZI
    Luca SEGHIZZIBest answer
    Senior
    July 13, 2022

    There are two most critical steps (not only for the real case, but also for the demo): the first one is to get as many relevant data as possible; data logging is therefore the first most critical point. Second, you need to well screen the acquired data and categorize them properly. These steps are fundamental, without a proper logging, data analysis and classification, the final Decision Tree algorithm will perform below the expectations.