Use Cases

This kind of cost function is mostly used in cases where you have a functions that predicts real numbers based on certain input variables.

For example

• House Price
• Length of Sales Cycle
• Stock Prices
• Temperature
• Demand Forecasting

I have seen this kind of cost functions being used with

1. Linear/Polynomial Regression
2. Neural Networks