Bayesian Model Combination for optimizing AUC

Recipes for common operations in logistic regression: Data cleaning, ANOVA, ROC, & AUC

Showcase for using H2O and R for scoring for marketing campaign in retail

stress detection in social networks

A Shiny R web application to estimate differences in diagnostic efficiency based on differences between single-condition cases.

This repository is about the source codes of an explainable algorithm for detecting drug-induced QT-prolongation at risk of torsades de pointes (TdP) regardless of heart rate and T-wave morphology, its comparison with a rule-based decision tree model and the data analysis underpinning the findings reported in the preprint paper submitted to the …

Tests and confidence intervals for differences in cross-validated AUC

Rapid Calculation of Model Metrics

Tools to Analyze Discounting Data

Computationally efficient confidence intervals for cross-validated AUC estimates in R

Built a logistic regression model and a classification tree model for predicting the final status of a loan based on various variables available. Confusion matrix and misclassification rate for each model for a test dataset. Variables that appear to be important for predicting outcome. Plotted and described the ROC curves and AUC for the four mo…

Compare different differential abundance and expression methods

An R package to quantify the performance of a binary classifier

Estimators of cross-validated prediction metrics with improved small sample performance

A R package for computational tools of meta-analysis of diagnostic accuracy test. This package enables computations of confidence interval for AUC of summary ROC curve and some related AUC-based inference methods.

ROC-GLM for DataSHIELD

ROC-GLM and calibration analysis for DataSHIELD