Impact of Dataset Size on Classification Performance: An Empirical Evaluation in the Medical Domain
Dataset size is considered a major concern in the medical domain, where lack of data is a common occurrence. This study aims to investigate the impact of dataset size on the overall performance of supervised classification models. We examined the performance of six widely-used models in the medical...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Published: |
Multidisciplinary Digital Publishing Institute
2021
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| Online Access: | https://hdl.handle.net/1721.1/131330 |