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stat.ML2018
Population and Empirical PR Curves for Assessment of Ranking Algorithms
Jacqueline M. Hughes-Oliver
The ROC curve is widely used to assess the quality of prediction/classification/ranking algorithms, and its properties have been extensively studied. The precision-recall (PR) curv…
stat.ML2018
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models
Jeremy R. Ash Jacqueline M. Hughes-Oliver
The goal of chemmodlab is to streamline the fitting and assessment pipeline for many machine learning models in R, making it easy for researchers to compare the utility of new mode…