This repository contains a collection of metrics for evaluating machine learning models and algorithms in Julialang. All the metrics are made from the ground up, and are not based on any existing library.
| Loss Function | Full Form | Implemented |
|---|---|---|
| mse | Mean Squared Error | ☑️ |
| mae | Mean Absolute Error | ☑️ |
| rmse | Mean Squared Error | ☑️ |
| rmae | Root Mean Squared Error | ☑️ |
| rmsle | Root Mean Squared Logarithmic Error | ☑️ |
| r2score | R square score | ☑️ |