Post lab

What the Lab Demonstrated

After completing the PCA vs QPCA experiment, the following findings emerged:

• PCA and QPCA captured almost identical variance in two dimensions.

• Reconstruction error was nearly the same:

• PCA was far faster because classical linear algebra is highly optimized.

• QPCA successfully reproduced the same eigenvectors using a quantum-inspired approach.