Performance

Machine Learning Performance Indicators

In this article, we present a set of metrics that can be used to compare and evaluate different methods and trained models for classification problems. In our article, Machine Learning Classification…


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.…


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…