Neural Networks

Model Validation and Overfitting

The model validation procedure describes the method of checking the performance of a statistical or data-analytical model. A common method for validating neural networks is k-fold cross-validation.…


Machine Learning Method for Data Classification

Classification methods divide objects into predefined categories according to their characteristics with the help from classifiers. A classifier is a function that maps an input to a class and its…


What are Artificial Neural Networks?

An artificial neural network is a mathematical model that is based on biological neural networks found in animal brains. Within such a network, groups of neurons are combined in multiple layers that…


Where Does the Machine Learning and AI Megatrend Come From?

Nowadays, the ideas of machine learning (ML), neural networks, and artificial intelligence (AI) are trending topics seeming to be the focus of discussion everywhere. In this article, we briefly…