Assertion: imbalanced classification | /r/CapableOf | pose challenge
Facets:
value: for predictive modeling
type: PURPOSE
Source sentences:
text: Imbalanced classifications pose a challenge for predictive modeling as most of the machine learning algorithms used for classification were designed around the assumption of an equal number of examples for each class.