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How to test the confidence for a rule based system?
The confidence interval is the main indicator to test confidence, and it is measurable thanks to the data volume indeed, but also whether or not the endpoints are reliable enough.
Therefore, testing ...
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Generating synthetic data based off existing real data (in Python)
One option is the Python package imblearn which contains the SMOTE algorithm. SMOTE generates synthetic samples from a real dataset by interpolating plausible new datapoints based on observed data.
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