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Addressing Imbalanced Datasets in Machine Learning: Leveraging SMOTE-NC for Enhanced Classification Performance

Sep 30, 20233 min read4 views

An imbalanced dataset in the context of machine learning is a dataset where the distribution of classes (categories) is not approximately equal. In...

Selecting the Right Evaluation Metrics for Effective Machine Learning Model Assessment

Sep 26, 20234 min read12 views

Machine Learning · When evaluating machine learning models, it's essential to choose appropriate evaluation metrics that align with your specific problem...