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Glossary: Linear Algebra for ML

Ill-conditioned

Describes a matrix with a huge condition number, so tiny errors in the input are magnified enormously and the solution of a linear system is unreliable. A nearly singular matrix with a condition number around 1.9e+16 is an example.

Where the book teaches it

Related terms

Condition numberWell-conditioned