Research Article
Multiobjective Genetic Algorithm and Convolutional Neural Network Based COVID-19 Identification in Chest X-Ray Images
Algorithm 2
Multiobjective optimization.
| output: PF represents the Pareto front. / | | input: COVID-19 training dataset, CNN, random population | | begin | (1) | Set random solution as hyperparameters of CNN; | (2) Apply CNN on COVID-19 training dataset; | (3) | Validate CNN on the same fraction of COVID-19 training dataset; | (4) Evaluate confusion matrix based on the actual and predicted values; | (5) | ; | (6) | ; | (7) | return{} | | end | Note. represents the Pareto front. |
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