2 papers
stat.ML2023
Effect of hyperparameters on variable selection in random forests
Cesaire J. K. Fouodo, Lea L. Kronziel, Inke R. König +1
Random forests (RFs) are well suited for prediction modeling and variable selection in high-dimensional omics studies. The effect of hyperparameters of the RF algorithm on predicti…
stat.ML2019
Empowering individual trait prediction using interactions
Damian Gola, Inke R. König
One component of precision medicine is to construct prediction models with their predictive ability as high as possible, e.g. to enable individual risk prediction. In genetic epide…