Out of bounds issue in: self._optimise_parameters() about pysustain

[sea-shunned]

Hi!

This issue can occur when there is missing data. Easiest way to both check and address this would be to use the ZScoreSustainMissingData variant that was recently merged/released.

Would you be able to try using that instead and see if that fixes it?

[ayoung11]

As well as whether you have any missing values in your dataset, it would also be useful to know the range of the data for each biomarker and the values of Z_max you used. This error can also occur if there are values in your data that are much larger than Z_max.

[rperea14]

Thank you @ayoung11, my problem was exactly related to data ranges.
One of my columns in my data variable [eg. one input feature] had very high ranges compared to others. After normalizing this column, I was able to successfully run the model.