Research Article
Retreatment Predictions in Odontology by means of CBR Systems
Table 5
AUC of the different classifiers.
| | -A | -B | -A | -B | -A | -B | -A | -B | -A | -B | Average test samples | | | | | | | | | | | | | | | | | | | | |
| Global HillClimber | 1.00 | 0.73 | 1.00 | 0.84 | 1.00 | 0.84 | 1.00 | 0.79 | 1.00 | 0.72 | 1.00 | 0.76 | 1.00 | 0.83 | 1.00 | 0.78 | 1.00 | 0.85 | 1.00 | 0.84 | 0.80 | Global TabuSearch | 0.99 | 0.79 | 0.98 | 0.85 | 0.99 | 0.82 | 0.99 | 0.85 | 0.98 | 0.86 | 0.99 | 0.79 | 0.98 | 0.86 | 0.99 | 0.85 | 0.99 | 0.82 | 0.98 | 0.87 | 0.84 | Global K2 | 1.00 | 0.81 | 1.00 | 0.80 | 1.00 | 0.83 | 1.00 | 0.89 | 1.00 | 0.84 | 1.00 | 0.82 | 1.00 | 0.85 | 1.00 | 0.82 | 1.00 | 0.86 | 1.00 | 0.85 | 0.84 | Global TAN | 0.99 | 0.78 | 0.99 | 0.83 | 1.00 | 0.87 | 0.99 | 0.88 | 0.99 | 0.82 | 0.99 | 0.81 | 0.99 | 0.85 | 1.00 | 0.82 | 0.99 | 0.85 | 1.00 | 0.86 | 0.84 | CISearchAlgorithm | 0.93 | 0.83 | 0.90 | 0.79 | 0.92 | 0.84 | 0.92 | 0.83 | 0.90 | 0.87 | 0.92 | 0.82 | 0.90 | 0.80 | 0.93 | 0.85 | 0.90 | 0.82 | 0.92 | 0.84 | 0.83 | Local TabuSearch | 0.97 | 0.83 | 0.96 | 0.83 | 0.96 | 0.88 | 0.97 | 0.87 | 0.96 | 0.86 | 0.97 | 0.84 | 0.97 | 0.83 | 0.97 | 0.87 | 0.97 | 0.85 | 0.98 | 0.83 | 0.84 | Local K2 | 0.99 | 0.83 | 1.00 | 0.79 | 0.99 | 0.87 | 1.00 | 0.86 | 1.00 | 0.80 | 1.00 | 0.82 | 1.00 | 0.89 | 1.00 | 0.82 | 1.00 | 0.81 | 1.00 | 0.87 | 0.84 | Local TAN | 0.98 | 0.84 | 0.99 | 0.83 | 0.98 | 0.86 | 0.99 | 0.86 | 0.99 | 0.82 | 1.00 | 0.81 | 0.98 | 0.86 | 1.00 | 0.86 | 0.99 | 0.85 | 0.99 | 0.87 | 0.84 | Mixture Local TabuSearch CISearchAlgorithm | 0.99 | 0.85 | 1.00 | 0.83 | 0.99 | 0.88 | 1.00 | 0.90 | 0.99 | 0.86 | 0.99 | 0.84 | 0.99 | 0.90 | 0.99 | 0.88 | 1.00 | 0.84 | 1.00 | 0.87 | 0.87 |
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