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Prediction of the PCE using random forest and ANN algorithms. (a) Predicted vs the actual experimental PCE performance of the random forest algorithm. (b) Confusion matrix of the random forest algorithm. (c) Predicted vs the actual experimental PCE performance of the ANN algorithm. (d) ANN structure to predict the PCE of the ZnO DSSCs using different synthesis parameters.
