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How to find the right thresholds of the input parameters that would fulfill an output condition?

So I have a dataset where there are multiple inputs and the output is compared to a particular value at each interval. Now, the task is to find the thresholds of the input parameters that would result in the condition being True. A snippet of the dataset is shown below:

Sample dataset

To explain it in detail, I want to know the values of Nuc_3, Hydro_3, Gas_3, Wind_3, Exp_3, Imp_3, Demand_3, and NetLoad_3 which will result in the condition in the right-most column to be True. Just want help in knowing which algorithm, ML model or any basic Mathematics trick would work here.

I have tried the decision Tree model here by assigning 1 to the True value and 0 to False, and then using the Tree display, found the thresholds for the split. But I want to know about other methods as well.



source https://stackoverflow.com/questions/74762344/how-to-find-the-right-thresholds-of-the-input-parameters-that-would-fulfill-an-o

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