scientific article; zbMATH DE number 6276200
From MaRDI portal
Publication:5405208
zbMath1436.62260MaRDI QIDQ5405208
César Ferri, José Hernández-Orallo, Peter A. Flach
Publication date: 1 April 2014
Full work available at URL: http://www.jmlr.org/papers/v13/hernandez-orallo12a.html
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
refinementarea under the ROC curve (AUC)cost-sensitive evaluationoperating conditionBrier scorecalibration lossclassification performance metrics
Estimation in multivariate analysis (62H12) Classification and discrimination; cluster analysis (statistical aspects) (62H30)
Related Items (20)
Probabilistic confusion entropy for evaluating classifiers ⋮ Ensemble of a subset of \(k\)NN classifiers ⋮ Evaluating the importance of different communication types in romantic tie prediction on social media ⋮ An emotional contagion model for heterogeneous social media with multiple behaviors ⋮ Calibrating sufficiently ⋮ Cost-sensitive business failure prediction when misclassification costs are uncertain: a heterogeneous ensemble selection approach ⋮ ROC curves in cost space ⋮ Notes on the H-measure of classifier performance ⋮ ROC curves for regression ⋮ Aggregative quantification for regression ⋮ Setting decision thresholds when operating conditions are uncertain ⋮ Maximization of AUC and buffered AUC in binary classification ⋮ Binarised regression tasks: methods and evaluation metrics ⋮ Unnamed Item ⋮ Two Reasons to Make Aggregated Probability Forecasts More Extreme ⋮ Identifying Soccer Players on Facebook Through Predictive Analytics ⋮ Development and application of consumer credit scoring models using profit-based classification measures ⋮ A new mixture cure model under competing risks to score online consumer loans ⋮ Unnamed Item ⋮ Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)
This page was built for publication: