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.IR2026
An Interpretable CF-RL-TOPSIS Fusion Model for Skills-Aware Talent Recommendation
Özkan Canay
Effective skills-aware talent recommendation must balance behavioral transition patterns, trajectory-sensitive adaptation, and inspectable occupation-level criteria. Evidence from…