2 papers
stat.ME2025
Statistical Inference of the Matthews Correlation Coefficient for Multiclass Classification
Jun Tamura, Yuki Itaya, Kenichi Hayashi +1
Classification problems are essential statistical tasks that form the foundation of decision-making across various fields, including patient prognosis and treatment strategies for…
stat.ME2024
Asymptotic Properties of Matthews Correlation Coefficient
Yuki Itaya, Jun Tamura, Kenichi Hayashi +1
Evaluating classifications is crucial in statistics and machine learning, as it influences decision-making across various fields, such as patient prognosis and therapy in critical…