DOC fix description of tolerance in OMP #26823
Merged
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The phrasing of the documentation suggested that the result was so that the resulting regression coefficients had the property that the norm of the residual was less than
tol
, when in fact all that was guaranteed was that the norm square would be less thantol
. Looking at the implementation, the latter is very much the intended behavior, so we change the documentation instead of the implementation.