
HandTill2001
 Referenced in 69 articles
[sw11200]
 generalisation of the area under the ROC curve for multiple class classification problems The area ... under the ROC curve, or the equivalent Gini index, is a widely used measure ... measuring. Like the area under the ROC curve, the measure we propose is useful...

SMOTE
 Referenced in 141 articles
[sw34239]
 class can achieve better classifier performance (in ROC space) than varying the loss ratios ... under the Receiver Operating Characteristic curve (AUC) and the ROC convex hull strategy...

logcondens
 Referenced in 50 articles
[sw11215]
 concave densities, (6) the ROC curve based on logconcave estimates within cases and controls...

pROC
 Referenced in 28 articles
[sw10636]
 package pROC: display and analyze ROC curves. Tools for visualizing, smoothing and comparing receiver operating ... characteristic (ROC curves). (Partial) area under the curve (AUC) can be compared with statistical tests ... computed for (p)AUC or ROC curves...

ROCR
 Referenced in 43 articles
[sw04551]
 performance of scoring classifiers , ROC graphs, sensitivity/specificity curves, lift charts, and precision/recall plots are popular...

MWMOTE
 Referenced in 13 articles
[sw32596]
 area under the receiver operating curve (ROC), usually known as area under curve...

dd_tools
 Referenced in 9 articles
[sw14334]
 false negative errors), estimating the ROC curve, the AUC (Area under the ROC curve) error...

minet
 Referenced in 8 articles
[sw08432]
 like Fscores, PRcurves and ROCcurves in order to compare the inferred network...

gprege
 Referenced in 9 articles
[sw31093]
 expression for the profile. Comparison via ROC curves is performed against BATS (Angelini et.al...

comproc
 Referenced in 4 articles
[sw37484]
 summarized using the receiver operating characteristic (ROC) curve. In studies of classification accuracy, there ... factors that affect discrimination (i.e. the ROC curve), we describe methods for modelling ... ROC curve as a function of covariates. Finally, for factors that contribute to discrimination ... methods follow naturally when representing the ROC curve as a summary of the distribution...

somersd
 Referenced in 7 articles
[sw26008]
 area under the receiver operating characteristic (ROC) curve, the Gini coefficient, and the parameters underlying...

survivalROC
 Referenced in 4 articles
[sw24287]
 package survivalROC: Timedependent ROC curve estimation from censored survival data. Compute timedependent ... ROC curve from censored survival data using KaplanMeier (KM) or Nearest Neighbor Estimation...

plotROC
 Referenced in 3 articles
[sw27899]
 package plotROC: Generate Useful ROC Curve Charts for Print and Interactive Use. Most ROC curve ... inhibit interpretation and comparison of multiple curves. This attempts to address those shortcomings by providing ... provided to generate an interactive ROC curve plot for web use, and print versions...

PRIE
 Referenced in 5 articles
[sw28405]
 maximize the area under the ROC curve (AUC). Basic principles from rule learning and computational ... that can learn intelligible rulelists with good ROC performance...

risksetROC
 Referenced in 3 articles
[sw24286]
 package risksetROC: Riskset ROC curve estimation from censored survival data. Compute timedependent Incident/dynamic accuracy ... measures (ROC curve, AUC, integrated AUC )from censored survival data under proportional or nonproportional...

DNdisorder
 Referenced in 3 articles
[sw16907]
 area under the ROC curve of 0.90. These results are achieved in part ... accuracy and the area under the ROC curve over several rounds. The method also compared...

roc
 Referenced in 2 articles
[sw37359]
 area under the receiver operating characteristic (ROC) curve is often used to summarize and compare ... likelihood methods for fitting of the ROC curve provide direct estimates of the area under ... ROC curve and its variance. Nonparametric methods, on the other hand, provide estimates ... area under the ROC curve, but do not directly estimate its variance. Three algorithms...

easyROC
 Referenced in 2 articles
[sw19381]
 easyROC: a webtool for ROC curve analysis. A receiver operating characteristics (ROC) curve ... binary classifier system. The ROC curve analysis is widely used in medicine, radiology, biometrics ... analysis. This application creates ROC curves, calculates area under the curve (AUC) values and confidence ... values, and performs multiple comparisons for ROC curves in a userfriendly, uptodate...

cvplogistic
 Referenced in 4 articles
[sw29394]
 fold crossvalidated area under ROC curve (CVAUC) is implemented as well...

MedCalc
 Referenced in 2 articles
[sw07401]
 friendly software for Receiver Operating Characteristic curve (ROC curves) analysis. The MedCalc ROC module includes ... comparison of up to 6 ROC curves. The software also includes Bland & Altman plot, Passing...