Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10355622 | Journal of Biomedical Informatics | 2012 | 9 Pages |
Abstract
⺠We have adopted three hybrid methods to complete the gene mention tagging task. ⺠The best hybrid method achieves of 88.42% F-score on the BioCreative II test corpus. ⺠The results of the hybrid methods constantly outperform those of single classifiers. ⺠The stacking algorithm is more effective than voting and simple set operations. ⺠Hybrid methods' performance relies on single models' property, number and diversity.
Related Topics
Physical Sciences and Engineering
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Computer Science Applications
Authors
Lishuang Li, Wenting Fan, Degen Huang, Yanzhong Dang, Jing Sun,