A lightweight data preprocessing strategy with fast contradiction analysis for incremental classifier learning
A prime objective in constructing data streaming mining models is to achieve good accuracy, fast learning, and robustness to noise. Although many techniques have been proposed in the past, efforts to improve the accuracy of classification models have been somewhat disparate. These techniques include...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Hindawi Publishing Corporation
2015
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| Subjects: | |
| Online Access: | View Fulltext in Publisher View in Scopus |