Read the result
A perfect exact solution has residual 0. With decimals, small residuals are usually acceptable, but scale matters.
Solution checks
Test a proposed solution by calculating Ax - b and measuring the leftover error.
Formula
r = Ax - b; ||r|| = sqrt(r1^2 + r2^2 + r3^2)
A residual close to zero means the proposed solution fits the original equations well.
Read the result
A perfect exact solution has residual 0. With decimals, small residuals are usually acceptable, but scale matters.
Where it helps
Use it to check rounded answers from elimination, iteration, or calculator output.
Common slip
A residual of 0.001 may be tiny for large engineering units but large for a system with coefficients near 0.01.
Try it
Change x3 from -1 to -0.99 in the default system and see which equation notices most.