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.