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How many questions typically have to be answered to train a model for Match IQ?

  • 1.  How many questions typically have to be answered to train a model for Match IQ?

    Reltio Partner
    Posted 08-15-2022 10:47
    How many iterations should be enough for the training to have a small percentage of success? Do you need to train the model before you start?

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    John Velasquez
    AWS
    West Lake Hills TX
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  • 2.  RE: How many questions typically have to be answered to train a model for Match IQ?

    Reltio Employee
    Posted 08-15-2022 10:48

    Based on the implementation that we have seen, go through 40 to 60 questions on individual data set let's say, and you will start seeing a good 40, 50, 60% accuracy. So obviously that is just to get a sense of how the Match IQ has learned, but obviously you have to train it a little more. Like 100, 150 questions is a good kind of data set for Match IQ to work on. But I've seen even with 40, 60 questions it generates pretty good matches.

    If you missed it, make sure you check out Match IQ - Machine Learning Based Matching Reltio Community Show!



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    Chris Detzel
    Director of Customer Community and Engagement
    Reltio
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