A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Two-way partial AUC and its properties

(2017) Hanfang Yang et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Use of the concordance index for predictors of censored survival data

(2016) Adam R Brentnall et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

The precision–recall curve overcame the optimism of the receiver operating characteristic curve in rare diseases

(2015) Brice Ozenne et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

Towards better clinical prediction models: seven steps for development and an ABCD for validation

(2014) E. W. Steyerberg et al.   EUROPEAN HEART JOURNAL

Half-AUC for the evaluation of sensitive or specific classifiers

(2013) Andrew P. Bradley   PATTERN RECOGNITION LETTERS

Evaluation of the Accuracy of Medical Tests in a Region around the Optimal Point

(2012) Donna Katzman McClish   ACADEMIC RADIOLOGY

Interpreting the concordance statistic of a logistic regression model: relation to the variance and odds ratio of a continuous explanatory variable

(2012) Peter C Austin et al.   BMC Medical Research Methodology

Integration of MultiCriteria Decision Analysis in GIS to develop land suitability for agriculture: Application to durum wheat cultivation in the region of Mleta in Algeria

(2012) Abdelkader Mendas et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A PROMETHEE-based classification method using concordance and discordance relations and its application to bankruptcy prediction

(2011) Yi-Chung Hu et al.   INFORMATION SCIENCES

Everything You Always Wanted to Know About Evaluating Prediction Models (But Were Too Afraid to Ask)

(2010) Andrew J. Vickers et al.   UROLOGY

Assessing the Performance of Prediction Models

(2009) Ewout W. Steyerberg et al.   EPIDEMIOLOGY

SVMs Modeling for Highly Imbalanced Classification

(2008) Yuchun Tang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

AUC: a misleading measure of the performance of predictive distribution models

(2007) Jorge M. Lobo et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY