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The effect of class imbalance on case selection for case-based classifiers: An empirical study in the context of medical decision support
Case selection is a useful approach for increasing the efficiency and performance of case-based classifiers. Multiple techniques have been designed to perform case selection. This paper empirically investigates how class imbalance in the available set of training cases can impact the performance of...
সংরক্ষণ করুন:
| প্রধান লেখক: | , , |
|---|---|
| বিন্যাস: | Artigo |
| ভাষা: | Inglês |
| প্রকাশিত: |
2011
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| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3834538/ https://ncbi.nlm.nih.gov/pubmed/21820273 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neunet.2011.07.002 |
| ট্যাগগুলো: |
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