2 papers
cs.LG2026
SoftMCC: An MCC-Brier Calibration Bridge for Threshold-Free Model Selection under Class Imbalance
Özkan Canay
Model selection for imbalanced binary classification often uses the Matthews correlation coefficient (MCC), but thresholding makes validation rankings threshold-dependent. SoftMCC…
cs.HC2025
Augmented Web Usage Mining and User Experience Optimization with CAWAL's Enriched Analytics Data
Ãzkan Canay, {Ã}mit Kocabıcak
Understanding user behavior on the web is increasingly critical for optimizing user experience (UX). This study introduces Augmented Web Usage Mining (AWUM), a methodology designed…