Skip to main content

Table 2 A list of commonly applied last layer activation functions for various tasks

From: Convolutional neural networks: an overview and application in radiology

Task Last layer activation function
Binary classification Sigmoid
Multiclass single-class classification Softmax
Multiclass multiclass classification Sigmoid
Regression to continuous values Identity