Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow

by Sebastian Raschka

Although we referred to this activation function as a sigmoid function—as it is commonly called in literature—the more precise definition would be a logistic function or negative log-likelihood function.