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Investigate core objectives for time series classification

Open eccabay opened this issue 2 years ago • 0 comments

With the merge of #3616, we allow cv fold test splits as small as a single data point for time series problems (if the forecast horizon is set to 1). This is incompatible with some of our classification objectives, namely AUC, as they require instances of all classes in the test set. We should remove AUC and any other similar objectives from the core_objectives listed for time series classification problems.

The forecast_horizon parameter was bumped up in a few tests in #3616 to avoid this, this issue should revert those changes as well as fixing the underlying problem.

eccabay avatar Jul 22 '22 18:07 eccabay