On the evaluation of classification quality - the robustness of the AUC of Balance Accuracy Curve (BAC) to anomalies in the classification process
Authors:
- Aleksandra WeissAWAleksandra Weiss
- Marcin MłyńskiMMMarcin Młyński
- Piotr ArtiemjewPiotr Artiemjew
Open Access
- 28 November 2024
- journal article
- Published by Elsevier in Procedia Computer Science
- Vol. 246, 121-127
Abstract
No abstract availableFunding Information
- Ministerstwo Edukacji i Nauki (23.610.007-110)
This publication has 5 references indexed in Scilit:
- The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced DatasetsPLOS ONE, 2015
- The relationship between Precision-Recall and ROC curves2006
- A critical investigation of recall and precision as measures of retrieval system performanceACM Transactions on Information Systems, 1989
- The theory of signal detectabilityTransactions of the IRE Professional Group on Information Theory, 1954
- INFORMATION THEORY1953