gemmr.metrics.mk_scoreError

gemmr.metrics.mk_scoreError(ds, prefix='')

Evaluate the score error.

Score error is the maximum Spearman-distance between estimated and true test scores across datasets \(X\) and \(Y\).

Parameters:
  • ds (xr.Dataset) – outcome dataset

  • prefix (str) – will be prepended to the name of the property when looking it up in ds

Returns:

metric – evaluated metric

Return type:

xr.DataArray