Projects in Awesome Lists tagged with auc

https://github.com/zzhanghub/eval-co-sod

PyTorch-Based Evaluation Tool for Co-Saliency Detection

auc average-precision co-saliency e-measure evaluation f-measure mae mean-absolute-error pr-curve python pytorch roc-curve s-measure salient-object-detection

Last synced: 21 Nov 2025

https://github.com/alvarouc/polyssifier

run a multitude of classifiers on you data and get an AUC report

auc classifier mlp regression

Last synced: 28 Jan 2026

https://github.com/ledell/cvAUC

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

auc confidence-intervals cross-validation machine-learning r statistics variance

Last synced: 26 Apr 2025

https://github.com/ledell/cvauc

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

auc confidence-intervals cross-validation machine-learning r statistics variance

Last synced: 08 Oct 2025

https://github.com/unixjunkie/cpmlib

Classification and Regression Performance Metrics library

auc bedroc classification enrichment-factor mcc ranking roc score-label

Last synced: 30 Jun 2025

https://github.com/erdogant/classeval

Evaluation of supervised predictions for two-class and multi-class classifiers

auc classification evaluation-functions evaluation-metrics plot python receiver-operating-characteristic

Last synced: 03 Jul 2025

https://github.com/lewis-morris/skperopt

A hyperopt wrapper - simplifying hyperparameter tuning with Scikit-learn style estimators.

accuracy auc f1-score hyperopt hyperopt-wrapper pandas-dataframe randomsearch rmse sklearn-estimator

Last synced: 28 Apr 2025

https://github.com/benkeser/cvauc.plus

Tests and confidence intervals for differences in cross-validated AUC

auc classification confidence-intervals cross-validation hypothesis-testing prediction

Last synced: 16 Aug 2025

https://github.com/benkeser/nlpred

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

auc cross-validation estimating-equations machine-learning tmle

Last synced: 16 Aug 2025

https://github.com/arun-george-zachariah/auc

Source code from the AUCCalculator jar (http://mark.goadrich.com/programs/AUC).

auc evaluation-metric java machine-learning

Last synced: 16 May 2025

https://github.com/gasparl/esdi

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

accuracy-metrics auc classification diagnostics effect-size power shinyapp

Last synced: 30 Mar 2025

https://github.com/nataliarodriguez-uc/auc-opt

Constructing new surrogate loss for optimizing pairwise difference metrics for training contrastive learning. This repo is implementing the loss to train for AUC classification tasks.

auc cifar10 classification contrastive-learning deep-learning julia lagrange-interpolation machine-learning newtons-method optimization python support-vector-machines

Last synced: 08 May 2026

https://github.com/rakibhhridoy/handlingimbalanceddataset-business

It is important that credit card companies are able to recognize fraudulent credit card transactions so that customers are not charged for items that they did not purchase but by others illegally. Some huge transactions can also done by suspicious figure, it need to catch em.

auc business-intelligence fraud-detection imbalanced-data imbalanced-learning machine-learning oversampling precision recall smote transcations

Last synced: 14 May 2025

https://github.com/compcode1/depression-screening-ml

The goal of this project was to build a machine learning model capable of accurately predicting depression in a population where the incidence rate is 15%.

auc datapreprocessing f1-score hyperparameter-tuning threshold xgboost-classifier

Last synced: 18 Mar 2025

https://github.com/charlenry/machine_learning

Mon Notebook sur les fondamentaux du Machine Learning

auc classifier clustering cross curve decision distribution k-means knn learning linear logistic machine normal polynomial regression roc scatter tree validation

Last synced: 16 Aug 2025

https://github.com/harmonydata/experiments

Experiments with Harmony

auc evaluation harmony harmonydata large-language-model llm natural-language-processing nlp roc

Last synced: 08 Nov 2025

https://github.com/aitorvv/metrics_for_individual_tree_mortality_models

Code, data and resources for "How performance metric choice influences individual tree mortality model selection"

accuracy auc aucpr cohen-kappa decision-trees knn logistic-regression machine-learning mcc metrics modelling mortality naive-bayes random-forest roc survival svm

Last synced: 22 Feb 2026

https://github.com/cadam00/lightauc

Fast AUC Computation

auc efficiency fast r r-package rcpp rcppparallel speed

Last synced: 26 Feb 2026

https://github.com/miozilla/bqmlsoccer

bqmlsoccer :soccer::brain::books: : Soccer Data BigQuery ML | BQML, Data-driven Performance Evaluation & Player Ranking in Soccer via Machine Learning Approach |

aggregate analytics angle auc bq distance evaluation exponentiation goal insight inverse-cosine logistic-regression loss metrics ml model predict roc shot square-root