Research Article
Multiagent System for Mutual Collaboration Classification for Cancer Detection
Table 10
Overall accuracy for each classification algorithm (dataset 2).
| Model | Max profit | Overall accuracy (%) | Area under curve |
| Agent 1 | | | | Naive Bayesian | 135.0 | 90.27 | 0.816 | Neural network | 105.0 | 89.38 | 0.812 | Logistic regression | 120.0 | 88.58 | 0.817 |
| Agent 2 | | | | SVM | 1,015.0 | 88.17 | 0.892 | Naive Bayesian | 880.0 | 86.91 | 0.875 | Logistic regression | 870.0 | 86.66 | 0.866 |
| Agent 3 | | | | Naive Bayesian | 150.0 | 94.79 | 0.902 | Neural network | 130.0 | 94.56 | 0.880 | SVM | 115.0 | 94.25 | 0.890 |
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