Smart prototype selection for machine learning based on ignorance zones analysis
The size of databases has been considerably growing over recent decades and Machine Learning algorithms are not ready to process such large volume of information. Being one of the most useful algorithms in Data Mining the Nearest neighbor classifier suffers from high storage requirements and slow re...
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| Other Authors: | , , , , , |
| Format: | Master's thesis |
| Language: | eng |
| Published: |
2018
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| Subjects: | |
| Online Access: | https://jyx.jyu.fi/handle/123456789/57461 |