The way that algorithm pair names are joined for the probability_of_improvement plots will lead to errors if algorithm names contain commas. This PR checks whether any algorithm names in the dataset contain any commas and will raise an error if this is the case.
Why?
The enable the downstream use of all plotting tools.
How?
Added a check for algorithms.
Extra
Wrote a very simple unit test for the new feature. Updated current DiagnoseData tests as well.
What?
The way that algorithm pair names are joined for the
probability_of_improvementplots will lead to errors if algorithm names contain commas. This PR checks whether any algorithm names in the dataset contain any commas and will raise an error if this is the case.Why?
The enable the downstream use of all plotting tools.
How?
Added a check for algorithms.
Extra
Wrote a very simple unit test for the new feature. Updated current
DiagnoseDatatests as well.