Predictive model output seemed fixed

Dear Community,

I'm trying to use Appsheet predictive model to project the attendance of class based on factors such as "Day of class", "instructor", "Timing", "Type of class". I have trained the model with 10 months worth of data of past actual attendance and the above factors. However, the prediction number ended up being a consistent number even when the factors above were changed, any ideas of how to solve this?

Thanks

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