31 citations · 102 across the 18 of their papers we have counts for
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stat.ML2021★ 10 cited
Silhouettes and quasi residual plots for neural nets and tree-based classifiers
Jakob Raymaekers, Peter J. Rousseeuw
Classification by neural nets and by tree-based methods are powerful tools of machine learning. There exist interesting visualizations of the inner workings of these and other clas…
stat.ML2021
Weight-of-evidence 2.0 with shrinkage and spline-binning
Jakob Raymaekers, Wouter Verbeke, Tim Verdonck
In many practical applications, such as fraud detection, credit risk modeling or medical decision making, classification models for assigning instances to a predefined set of class…