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I’m looking to take in a set of values and then return a boolean value based on that set. Similar to linear regression but only returning a boolean value. Is a boolean regression model what I’m looking for or something completely different? I performed a few searches on it but didn’t come up with much.
What you want is classification, which given the input returns a value from a fixed set of values (be it 100 values or just 2 values as is the case with Boolean classification).
Regressionis used if you want to predict a real-valued output.