Research Article
Applying Randomness Effectively Based on Random Forests for Classification Task of Datasets of Insufficient Information
Table 1
Comparison of accuracy for “cylinder bands” data set in different data mining methods.
| Number | Method | Accuracy (%) | Year |
| 1 | FLN tightest fit [3] | 78.33 | 2000 | 2 | FLN ordered tightest fit [4] | 85.56 | 2003 | 3 | Concurrent random forests [12] | 80.19 | 2011 | 4 | SubBag-JRip [5] | 78.15 | 2007 | 5 | BAGGING-JRip [5] | 79.26 | 2007 |
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