Post Lab

Lab Summary

In this lab, we compared classical Logistic Regression with a Variational Quantum Classifier (VQC) on the same dataset.

• Classical LR accuracy: = 0.98
  
  

• VQC accuracy: = 0.99
  
  

Both models performed well, but the VQC slightly outperformed Logistic Regression. This shows that, on this task, the quantum model can capture patterns in the data a bit better than the simple linear classical model, although it is more expensive to run and train.