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LinearRegressionLearner solves for linear coefficients a pseudoinverse, which is numerically unstable. It should be trivial to replace this with a LAPACK dgels or dgelsd.
LinearRegressionLearnersolves for linear coefficients a pseudoinverse, which is numerically unstable. It should be trivial to replace this with a LAPACKdgelsordgelsd.