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. 2021 Feb 11;32(4):1408–1417. doi: 10.1109/TNNLS.2021.3054306

Fig. 10.

Fig. 10.

Uncertainty quantification using 20 individual neural networks working as an ensemble. They differ in the number of neurons in their hidden layer before applying a multilayer perceptron classifier. The darker the color, the higher the uncertainty level. Samples on dark parts of the plot have a high level of predictive uncertainty as the 20 models could not all agree on the predicted label. (a) VGG16. (b) InceptionResNetV2. (c) ResNet50. (d) DenseNet121. (e) VGG16. (f) InceptionResNetV2. (g) ResNet50. (h) DenseNet121.