Research Article
An Efficient Feature Subset Selection Algorithm for Classification of Multidimensional Dataset
Table 5
Evaluation metrics for IBk algorithm.
| Metrics | HS | EM | HL | ZOL | Dataset | BFS | MFSS | BFS | MFSS | BFS | MFSS | BFS | MFSS |
| Thyroid | 0.973 | 0.969 | 0.834 | 0.833 | 0.027 | 0.031 | 0.166 | 0.167 | Solar flare | 0.888 | 0.912 | 0.736 | 0.791 | 0.112 | 0.088 | 0.264 | 0.209 | Scene | 0.886 | 0.76 | 0.626 | 0.276 | 0.114 | 0.24 | 0.374 | 0.724 | Music | 0.753 | 0.74 | 0.243 | 0.233 | 0.247 | 0.252 | 0.757 | 0.767 | Yeast | 0.762 | 0.722 | 0.214 | 0.123 | 0.238 | 0.278 | 0.786 | 0.877 |
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