Smoter
PulseAugur coverage of Smoter — every cluster mentioning Smoter across labs, papers, and developer communities, ranked by signal.
No coverage in the last 90 days.
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New framework tackles imbalanced classification with capacity constraints
Researchers have developed a new framework for imbalanced classification problems, particularly those with limited operational capacity. This approach explicitly controls the rate of positive predictions, ensuring a use…
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Indonesian sentiment analysis: ML models outperform deep learning on reviews
Two recent papers benchmark traditional machine learning models against deep learning approaches for sentiment analysis on Indonesian text data. One study on Tokopedia reviews found that a Linear SVC model outperformed …
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Data Balancing Strategies: A Systematic Survey of Resampling and Augmentation Methods
This paper presents a systematic review of data balancing strategies for machine learning, covering resampling and augmentation techniques. It categorizes methods from foundational approaches like SMOTE to advanced deep…