What is the loss function algorithm?
Saturday, 02 September 2023
by Wojciech Cieslisnki
The loss function algorithm is a crucial component in the field of machine learning, particularly in the context of estimating models using plain and simple estimators. In this domain, the loss function algorithm serves as a tool to measure the discrepancy between the predicted values of a model and the actual values observed in the
What is the purpose of using the softmax activation function in the output layer of the neural network model?
Saturday, 05 August 2023
by EITCA Academy
The purpose of using the softmax activation function in the output layer of a neural network model is to convert the outputs of the previous layer into a probability distribution over multiple classes. This activation function is particularly useful in classification tasks where the goal is to assign an input to one of several possible