What's the difference between "relative" and "probability" for operator sample?

AP
AP New Altair Community Member
edited November 5 in Community Q&A
What's the difference between "relative" and "probability" for operator sample?

The objective effect is the same

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Answers

  • RolandJones
    RolandJones
    Altair Employee
    Hi @AP,

    The relative options guarantees a certain proportion of the input dataset on output. For example, with 100 examples and a sample ratio of 0.5, I will get 50 examples on output. The probability option instead assigns a probability to each example of it being included in the sample, so you could get in theory and value between 0 and 100. In practice it will likely fall between 50 plus of minus a couple of standard deviations.

    Hope this helps.

    Best,

    Roland 
  • AP
    AP New Altair Community Member
    The objective effect is the same

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