Showcase for using H2O and R for scoring for marketing campaign in retail
Compare different differential abundance and expression methods
Rapid Calculation of Model Metrics
Computationally efficient confidence intervals for cross-validated AUC estimates in R
Tests and confidence intervals for differences in cross-validated AUC
Estimators of cross-validated prediction metrics with improved small sample performance
stress detection in social networks
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…
A Shiny R web application to estimate differences in diagnostic efficiency based on differences between single-condition cases.
ROC-GLM for DataSHIELD
R package 'wROC'. Estimation of the ROC curve and AUC with complex survey data.
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 …
University of Tehran - Spring 2020
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.
Recipes for common operations in logistic regression: Data cleaning, ANOVA, ROC, & AUC
Tools to Analyze Discounting Data
ROC-GLM and calibration analysis for DataSHIELD
Estimate the receiver operating characteristic (ROC) curve, area under the curve (AUC) and optimal cut-off points for individual classification with complex survey data.
An R package to quantify the performance of a binary classifier
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