The article addresses the question Wall Art of how robust methods of regression are against outliers in a given data set.In the first part, we presented the selected methods used to detect outliers.Then, we tested the robustness of three nonparametric methods of regression: PPR, POLYMARS, and RANDOM FORESTS.The analysis was conducted applying simul
The research results on the development of grain energy bars are given.The experimental plan for the mixtures was used to create the grain energy bars with prebiotic properties.Inulin, oligofructose and gum-arabic were selected as prebiotic ingredients, which were added to the binding syrup, and subsequently to cereals and fruits.Grain energy bars
Abstract Network security become imperative in the context of our interconnected networks and everyday communications.Recently, many deep learning models have been proposed to tackle the problem of predicting intrusions and malicious activities in interconnected systems.However, they solely focus on binary classification and lack reporting on indiv