### CODE ###

prediction_evaluation_v1 refer to the article:
Early Retrieval Problem and Link Prediction Evaluation via the Area Under the Magnified ROC
Alessandro Muscoloni and Carlo Vittorio Cannistraci 
https://www.preprints.org/manuscript/202209.0277/v1
MATLAB code for prediction evaluation using the following measures:
- precision
- area under precision curve (AUC-precision)
- area under precision-recall curve (AUC-PR)
- area under ROC curve (AUC-ROC)
- area under mROC curve (AUC-mROC)
- normalized discounted cumulative gain (NDCG)
- matthews correlation coefficient (MCC)

prediction_evaluation_v2 refer to the article:
Generalizing the AUC-ROC for Unbalanced Data, Early Retrieval and Link Prediction Evaluation
Junda Chen, Alessandro Muscoloni, Ilyes Abdelhamid, Yue Wu, Carlo Vittorio Cannistraci 
https://www.preprints.org/manuscript/202209.0277/v2
MATLAB code for prediction evaluation using the following measures:
- same 7 measures of prediction_evaluation_v1 
- area under gROC curve (AUC-gROC) [which is a new measure included in this new version of the code]


### CONTACT ###

For any problem, please contact:
Junda Chen: [email protected] 
Alessandro Muscoloni: [email protected]
Carlo Vittorio Cannistraci: [email protected]