The Data Science Lab Implementing k-NN Classification Using C# Dr. James McCaffrey of Microsoft Research presents a full demo of k-nearest neighbors classification on mixed numeric and categorical ...

The B.S. in Data Science focuses on providing students with a solid foundation, emphasizing data science theory and applications (including critical evaluation of how data can be used to solve novel ...

Moreover, we show through simulated experiments and real data experiments that classifiers using the IFCI algorithm can achieve higher accuracy in classification tasks compared to existing ...

By using explainable AI, the study identifies not only which skills define each cluster but also the relative importance of these skills in classification decisions. This level of interpretability ...