Research Article
Interactive Data Mining for Molecular Graphs
Table 5
Performance of the classification methods on the antituberculosis dataset.
| | Unfiltered data | Filtered data | | Active molecules | Inactive molecules | Active molecules | Inactive molecules |
| Classifiers | Success (%) | Success (%) | Success (%) | Success (%) |
| LDA | 0 | 100 | 92 | 95 | 1-NN | 100 | 100 | 100 | 95 | SVM | 100 | 100 | 100 | 100 | DT | 100 | 100 | 100 | 100 |
| Average processing time | 39 min. and 19 sec. | 14 min. and 29 sec. |
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