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Abstract

A method is provided for implanting a pairwise interaction detection tool. The method includes binning input samples in a first dimension associated with a first predictor of an outcome based at least on a sample minimum, binning the input samples in a second dimension associated with a second predictor of the outcome, determining a two-dimensional risk pattern based at least on a first one-dimensional risk pattern associated with the first predictor along the first dimension and a second one-dimensional risk pattern associated with the second predictor along the second dimension, comparing a first divergence of a first machine learning model to a second divergence of a second machine learning model, and predicting a strength of an interaction effect between the first predictor and the second predictor based on the comparison. Related methods and articles of manufacture are also disclosed.

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