Bootstrapping the Out-of-sample Predictions for Efficient and Accurate
Cross-Validation

v1v2 (latest)

Bootstrapping the Out-of-sample Predictions for Efficient and Accurate Cross-Validation

23 August 2017

Ioannis Tsamardinos

Elissavet Greasidou

Michalis Tsagris

Giorgos Borboudakis

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Papers citing "Bootstrapping the Out-of-sample Predictions for Efficient and Accurate Cross-Validation"

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Title
Post-Selection Confidence Bounds for Prediction Performance Pascal Rink W. Brannath 79 1 0 24 Oct 2022
The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approach Shubhayu Bhattacharyay Ioan Milosevic L. Wilson D. Menon R. Stevens E. Steyerberg D. Nelson A. Ercole the CENTER-TBI investigators/participants 40 15 0 10 Feb 2022
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning Matthias Feurer Katharina Eggensperger Stefan Falkner Marius Lindauer Frank Hutter 135 285 0 08 Jul 2020
Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL Lucas Zimmer Marius Lindauer Frank Hutter MU 129 92 0 24 Jun 2020
Learning Gradient Boosted Multi-label Classification Rules Michael Rapp E. Mencía Johannes Furnkranz Vu-Linh Nguyen Eyke Hüllermeier 53 26 0 23 Jun 2020
A generalised OMP algorithm for feature selection with application to gene expression data M. Tsagris Zacharias Papadovasilakis Kleanthi Lakiotaki Ioannis Tsamardinos 16 4 0 01 Apr 2020
Bootstrap Bias Corrected Cross Validation applied to Super Learning Krzysztof Mnich A. Golinska A. Polewko-Klim W. Rudnicki 16 3 0 18 Mar 2020
Multi-classifier prediction of knee osteoarthritis progression from incomplete imbalanced longitudinal data P. Widera P. Welsing C. Ladel J. Loughlin F. Lafeber F. Dop J. Larkin H. Weinans A. Mobasheri J. Bacardit 80 54 0 30 Sep 2019
Robust parametric modeling of Alzheimer's disease progression Mostafa Mehdipour-Ghazi Mads Nielsen A. Pai Marc Modat M. Jorge Cardoso Sébastien Ourselin Lauge Sørensen OOD 28 23 0 14 Aug 2019
Forward-Backward Selection with Early Dropping Giorgos Borboudakis Ioannis Tsamardinos 196 98 0 30 May 2017