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 |