I wanted to create a task for /d/43072 with target upselling (binary).
I accidentally marked it as a SUPERVISED_REGRESSION task (since the previous task I made was regression):
which makes it the true reason for not creating the task unclear: upselling is a nominal target and not allowed for a regression task. The same error is given if the feature does not exist at all on the dataset.
Instead I would expect something like:
<oml:additional_information>target_feature 'upselling' is nominal feature and not allowed for a regression task</oml:additional_information> when there's a mismatch between feature type and task type
<oml:additional_information>target_feature 'this-feature-does-not-exist' is not found on the dataset</oml:additional_information> when the feature does not exist on the dataset.
This might require a few extra steps for the server, but it's probably rather light-weight and only needed on very rare occasions.
I wanted to create a task for /d/43072 with target
upselling
(binary). I accidentally marked it as aSUPERVISED_REGRESSION
task (since the previous task I made was regression):the server responds with the following error:
which makes it the true reason for not creating the task unclear:
upselling
is a nominal target and not allowed for a regression task. The same error is given if the feature does not exist at all on the dataset.Instead I would expect something like:
<oml:additional_information>target_feature 'upselling' is nominal feature and not allowed for a regression task</oml:additional_information>
when there's a mismatch between feature type and task type<oml:additional_information>target_feature 'this-feature-does-not-exist' is not found on the dataset</oml:additional_information>
when the feature does not exist on the dataset.This might require a few extra steps for the server, but it's probably rather light-weight and only needed on very rare occasions.