KNN-Based Algorithm of Hard Case Detection in Datasets for Classification
The machine learning models for classification are designed to find the best way to separate two or more classes. In case of class overlapping, there is no possible way to clearly separate such data. Any ML algorithm will fail to correctly classify a certain set of datapoints, which are surrounded b...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Anhalt University of Applied Sciences
2023-03-01
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| Series: | Proceedings of the International Conference on Applied Innovations in IT |
| Subjects: | |
| Online Access: | https://icaiit.org/paper.php?paper=11th_ICAIIT_1/2_8 |