Skip to content

Allowed for optional parameter saving for linear data set csv and started testing for accuracy

Diarmuid Coleman requested to merge lin_reg_testing into main

This MR mostly consists of adding some exceptions to the dataset reading and saving. It resolves the issue of reading a completely unseen external dataset of points and allows for such data to be saved. This is the beginning of my work on comparing the SEODA linear regression and iclearn linear regression implementations.

This MR changes:

  • Added checks for whether the parameters are known.
  • Added checks for non-split datasets.

Next goals:

  • Run the iclearn implementation of LinReg on the SEODA linear dataset.
  • Compare rough results through plotting.
  • Perform numerical tests on model accuracy.
Edited by Diarmuid Coleman

Merge request reports