Machine learning metrics
Helpful and easy-to-understand guides for machine learning metrics.
Loss and cost functions
L1 loss function
L2 loss function
L1 vs L2 loss functions
Loss function vs cost function, what’s the difference?
Cross validation
Using cross_val_score in sklearn
Using cross_validate in sklearn
Difference between cross_val_score and cross_validate
Compare metrics and decide which is best
Which metrics should you use for your models? These articles help answer that question
Stephen Allwright
Understanding metric values
These articles will help you answer the eternal question, is this metric good or not?
Stephen AllwrightEasy to use metric calculators
Easy-to-use metric calculators for your quick calculation needs.
Stephen Allwright
