Research Article
Optimizing Ontology Alignment through Improved NSGA-II
Table 2
Comparison of the f-measure, recall, and precision obtained by iNSGA-II and NSGA-II through the mean value and standard deviation.
| ID | NSGA-II | iNSGA-II | f-measure (st. dev.) | Recall (st. dev.) | Precision (st. dev.) | f-measure (st. dev.) | Recall (st. dev.) | Precision (st. dev.) |
| 101 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 103 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 104 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 201 | 0.94 (0.02) | 0.90 (0.01) | 0.98 (0.02) | 0.95 (0.00) | 0.95 (0.01) | 0.95 (0.00) | 203 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 204 | 0.98 (0.01) | 1.00 (0.00) | 0.96 (0.02) | 0.99 (0.00) | 0.99 (0.00) | 0.99 (0.00) | 205 | 0.94 (0.02) | 0.91 (0.02) | 0.98 (0.01) | 0.96 (0.00) | 0.96 (0.01) | 0.96 (0.01) | 206 | 0.91 (0.01) | 0.92 (0.01) | 0.91 (0.01) | 0.93 (0.00) | 0.93 (0.00) | 0.93 (0.00) | 221 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 222 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 223 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 224 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 225 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 228 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 230 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 231 | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 1.00 (0.00) | 301 | 0.85 (0.02) | 0.81 (0.02) | 0.90 (0.01) | 0.86 (0.01) | 0.82 (0.01) | 0.91 (0.01) | 302 | 0.74 (0.01) | 0.58 (0.02) | 0.97 (0.01) | 0.75 (0.00) | 0.62 (0.01) | 0.95 (0.01) | 303 | 0.87 (0.02) | 0.81 (0.01) | 0.93 (0.00) | 0.87 (0.01) | 0.81 (0.00) | 0.93 (0.00) | 304 | 0.93 (0.02) | 0.89 (0.02) | 0.97 (0.01) | 0.94 (0.01) | 0.91 (0.01) | 0.97 (0.01) |
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