The authors demonstrate that the Kryptonite-N challenge datasets are solvable by logistic regression with polynomial expansion and L1 regularization, and identify their construction as a high-dimensional XOR problem with 1/3 redundant features.
mlco2/codecarbon: v2.7.4, November 2024
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Kryptonite-N: Machine Learning Strikes Back
The authors demonstrate that the Kryptonite-N challenge datasets are solvable by logistic regression with polynomial expansion and L1 regularization, and identify their construction as a high-dimensional XOR problem with 1/3 redundant features.