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pycol-vis: A Python package for image complexity assessment
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DOI：10.1016/j.neucom.2026.134155.png)
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Abstract
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Dataset complexity poses a significant challenge in classification tasks, especially in real-world applications where a combination of factors such as class overlap, data imbalance, noise, and dimensionality can jeopardize a machine learning algorithm’s performance.
Keywords:
Complexity measures
Dataset complexity
Overlap
Vision
Meta-learning
Image
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