Logistic Regression Vs. Neural Network

• Logistic Regression can be thought as the single layer of Neural Network
• Logistic Regression is a convex function
  • so it is bound to find the Global Minima
• Whereas Neural Network is not a convex function because of multiple layers
  • So it might get stuck to Local Minimas