58 citations · 63 across the 3 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2023★ 4 cited
Clustering Validation with The Area Under Precision-Recall Curves
Pablo Andretta Jaskowiak, Ivan Gesteira Costa
Confusion matrices and derived metrics provide a comprehensive framework for the evaluation of model performance in machine learning. These are well-known and extensively employed…
cs.LG2020★ 58 cited
The Area Under the ROC Curve as a Measure of Clustering Quality
Pablo Andretta Jaskowiak, Ivan Gesteira Costa, Ricardo José Gabrielli Barreto Campello
The Area Under the the Receiver Operating Characteristics (ROC) Curve, referred to as AUC, is a well-known performance measure in the supervised learning domain. Due to its compell…