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Original file line number Diff line number Diff line change
Expand Up @@ -207,10 +207,9 @@ internal virtual void Check(IHostEnvironment env)
{
using (var ch = env.Start("SDCA arguments checking"))
{
ch.Warning("The specified l2Const = {0} is too small. SDCA optimizes the dual objective function. " +
"The dual formulation is only valid with a positive L2 regularization. Also, an l2Const less than {1} " +
"could drastically slow down the convergence. So using l2Const = {1} instead.", L2Const);

ch.Warning($"The L2 regularization constant must be at least {L2LowerBound}. In SDCA, the dual formulation " +
$"is only valid with a positive constant, and values below {L2LowerBound} cause very slow convergence. " +
$"The original {nameof(L2Const)} = {L2Const}, was replaced with {nameof(L2Const)} = {L2LowerBound}.");
L2Const = L2LowerBound;
ch.Done();
}
Expand Down Expand Up @@ -1752,4 +1751,4 @@ public static CommonOutputs.BinaryClassificationOutput TrainBinary(IHostEnvironm

}
}
}
}