Sigmoid Function

Definitions

1. An S-shaped mathematical function used in statistics and machine learning, especially as an activation or for mapping values into a probability-like range.

   In plain English: A curve used in ML to squash values into a bounded range.

   Example: "The classifier applies a sigmoid function to convert logits into scores."

Related Terms

• Division
• Activation Function
• Autoencoder
• Backpropagation
• Bayesian Neural Network
• Boltzmann Machine
• GAN
• Gated Recurrent Unit
• Graph Convolutional Network