loglabs/mltrace

Add functionality to define metrics (i.e. accuracy, precision, recall, f1) to run on the above joined table

shreyashankar opened this issue · 0 comments

We want a library of common ML metrics. For now, we can include the following:

Binary Classification

  • accuracy
  • precision
  • recall
  • F1 score
  • ROC / AUC

Regression

  • mean absolute error
  • mean squared error
  • mean absolute percentage error
  • R2