Concepedia
Big Data Research · 2016 · 282 citations · 39 references
ComputingComputer ScienceData MiningMachine LearningClassificationDecision TreesOverfittingThreshold EstimationThreshold MeasurementVoting ThresholdsClass ImbalanceDecision Threshold OptimizationDecision Threshold SelectionImbalanced ClassificationOptimal Threshold Selection
39
The use of the area under the ROC curve in the evaluation of machine learning algorithms
Andrew P. Bradley · Pattern Recognition · 1997 · 7.2K citations · Full text
Computing, Biostatistics, Computer Science +14
Exploratory Undersampling for Class-Imbalance Learning
Xuying Liu, Jianxin Wu, Zhihua Zhou · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2008 · 2.5K citations
Computing, Computer Science, Data Mining +13
Using AUC and accuracy in evaluating learning algorithms
Jin Huang, Charles X. Ling · IEEE Transactions on Knowledge and Data Engineering · 2005 · 2.1K citations
Computing, Computer Science, Data Mining +14
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
Victoria López, Alberto Fernández, Salvador García et al. · Information Sciences · 2013 · 1.6K citations
Computing, Computer Science, Data Science +17
10 CHALLENGING PROBLEMS IN DATA MINING RESEARCH
Qiang Yang, Xindong Wu · International Journal of Information Technology & Decision Making · 2006 · 929 citations
Computing, Computer Science, Data Management +4