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Type: EnhancementA better way of doing thingsA better way of doing thingsType: Method extensionExtensions to existing methodsExtensions to existing methods
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xgboost models under the sklearn interface are currently supportet by ClassifierDrift(..., backend='sklearn')
. We should consider widening this support as @jklaise suggested in #642 (comment):
Very likely outside the scope of this PR, but is it true that we only support the
sklearn
interface forxgboost
models where they can be used in the library (ClassifierDrift
being the only place?) ?Reason for asking is two-fold:
- should we support
xgboost
native format for detectors likeClassifierDrift
?- the native format seems to have good json-based serialization: >https://xgboost.readthedocs.io/en/stable/tutorials/saving_model.html
On a tangential note, we could also consider expanding support for sklearn/xgboost preprocessors.
arnaudvl
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Type: EnhancementA better way of doing thingsA better way of doing thingsType: Method extensionExtensions to existing methodsExtensions to existing methods