• HandTill2001

  • Referenced in 72 articles [sw11200]
  • simple generalisation of the area under the ROC curve for multiple class classification problems ... area under the ROC curve, or the equivalent Gini index, is a widely used measure ... they were measuring. Like the area under the ROC curve, the measure we propose...
  • SMOTE

  • Referenced in 152 articles [sw34239]
  • class can achieve better classifier performance (in ROC space) than varying the loss ratios ... using the area under the Receiver Operating Characteristic curve (AUC) and the ROC convex hull...
  • pROC

  • Referenced in 31 articles [sw10636]
  • comparing receiver operating characteristic (ROC curves). (Partial) area under the curve (AUC) can be compared ... computed for (p)AUC or ROC curves...
  • MWMOTE

  • Referenced in 14 articles [sw32596]
  • under the receiver operating curve (ROC), usually known as area under curve...
  • dd_tools

  • Referenced in 9 articles [sw14334]
  • curve, the AUC (Area under the ROC curve) error, the precision-recall curve and mean...
  • cvplogistic

  • Referenced in 5 articles [sw29394]
  • method by k-fold cross-validated area under ROC curve (CV-AUC) is implemented...
  • roc

  • Referenced in 2 articles [sw37359]
  • operating characteristic curve. The area under the receiver operating characteristic (ROC) curve is often used ... provide direct estimates of the area under the ROC curve and its variance. Nonparametric methods ... hand, provide estimates of the area under the ROC curve, but do not directly estimate ... computing the variance for the area under the nonparametric ROC curve are com- monly used...
  • PRIE

  • Referenced in 5 articles [sw28405]
  • goal is to maximize the area under the ROC curve (AUC). Basic principles from rule...
  • DNdisorder

  • Referenced in 3 articles [sw16907]
  • accuracy of 0.82 and an area under the ROC curve of 0.90. These results ... increase balanced accuracy and the area under the ROC curve over several rounds. The method...
  • somersd

  • Referenced in 7 articles [sw26008]
  • Harrell’s c, the area under the receiver operating characteristic (ROC) curve, the Gini coefficient...
  • GLIMMROC

  • Referenced in 1 article [sw26331]
  • Estimating the Area under a Receiver Operating Characteristic Curve For Repeated Measures Design. The receiver ... operating characteristic (ROC) curve is widely used for diagnosing as well as for judging ... calculate summary statistics of the area under a ROC curve for data from a repeated ... area under the curve. The area under a ROC curve is calculated using the Wilcoxon...
  • ImbTreeAUC

  • Referenced in 2 articles [sw40353]
  • building classification trees using the area under the ROC curve (AUC) on imbalanced datasets ... decision tree using the area under the receiver operating characteristic (ROC) curve. The package provides...
  • GEMLeR

  • Referenced in 2 articles [sw12033]
  • different quality metrics (e.g. accuracy, precision, area under ROC curve, etc.) for classification, feature selection...
  • riskRegression

  • Referenced in 3 articles [sw19175]
  • Brier score and the area under the ROC curve for binary possibly time-dependent outcome...
  • cvAUC

  • Referenced in 1 article [sw23196]
  • package cvAUC: Cross-Validated Area Under the ROC Curve Confidence Intervals. This package contains various ... with and evaluating cross-validated area under the ROC curve (AUC) estimators. The primary functions...
  • easyROC

  • Referenced in 2 articles [sw19381]
  • 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 user-friendly, up-to-date...
  • timeROC

  • Referenced in 1 article [sw24285]
  • Data. Estimation of time-dependent ROC curve and area under time dependent ROC curve...
  • L1pred

  • Referenced in 1 article [sw25075]
  • precision-recall curve (AUPR) and the area under ROC curve...
  • DNRLMF-MDA

  • Referenced in 1 article [sw23939]
  • three methods in terms of the area under ROC curve (AUC). DNRLMF-MDA can predict...
  • WeightedROC

  • Referenced in 1 article [sw40357]
  • computation of Receiver Operating Characteristic (ROC) curves and Area Under the Curve (AUC) for weighted...