People click on top items in search and recommendations more often because they are on top, not because of their relevancy. If you order your search results with an ML model, they may eventually degrade in qual
RUS can be effective when the dataset is large, but may lose information in small datasets or if the minority class contains important information. ROS works well for small datasets but may not handle outliers or noisy data. SMOTE is effective for small datasets with proximity between minority ...
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