Training of the CNNs ensemble. Left panel: Training curves (loss function at each training epoch) of all the 50 CNNs of the final ensemble; for the blue lines the loss function is computed on the training set while the orange lines represent the results obtained on the test set. Right panel: Distribution of the number of epochs after which, monitoring the value of the loss function on the test set, the CNN training was early stopped.