Entropy in Real-World Datasets and Its Impact on Machine Learning

<p>The topic of the reprint is very important nowadays because ever-evolving machine learning techniques make it possible to obtain better real-world data. Therefore this reprint contains information related to real data in fields such as automatic sign language translation bike-sharing travel characteristics stock index sports data fake news data and more. However it should be noted that the reprint also contains a lot of information on new developments in machine learning new algorithms algorithm modifications and a new measure of classification quality assessment that also takes into account the preferences of the decision maker.</p>