5 / 8 Linear Algebra for ML

Rank Deficiency Check

A 4x4 matrix has rank 3. What does this tell you about its rows?

A

The matrix is symmetric

B

The matrix cannot be square

C

At least one row is a linear combination of the others

D

The matrix has no solutions for any linear system

E

All rows have the same L2 norm