Supervised Classification Analysis with Information-Theoretic Methods
₹4,500A Framework for Supervised Classification Performance Analysis with Information-Theoretic Methods Abstract-?We introduce a framework for the evaluation of multiclass classifiers by exploring their confusion matrices. Instead of using error-counting measures of performance, we concentrate in quantifying the information transfer from true to estimated labels using information-theoretic measures. First, the Entropy Triangle allows us to visualize…