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

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

23 August 2017

Ioannis Tsamardinos

Elissavet Greasidou

Michalis Tsagris

Giorgos Borboudakis

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

10 / 10 papers shown

Title
Towards Automated Causal Discovery: a case study on 5G telecommunication data Konstantina Biza Antonios Ntroumpogiannis Sofia Triantafillou Ioannis Tsamardinos 36 0 0 22 Feb 2024
Post-Selection Confidence Bounds for Prediction Performance Pascal Rink W. Brannath 32 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 22 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 35 266 0 08 Jul 2020
Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL Lucas Zimmer Marius Lindauer Frank Hutter MU 14 90 0 24 Jun 2020
Learning Gradient Boosted Multi-label Classification Rules Michael Rapp E. Mencía Johannes Furnkranz Vu-Linh Nguyen Eyke Hüllermeier 15 25 0 23 Jun 2020
Bootstrap Bias Corrected Cross Validation applied to Super Learning Krzysztof Mnich A. Golinska A. Polewko-Klim W. Rudnicki 9 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 44 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 16 22 0 14 Aug 2019
Forward-Backward Selection with Early Dropping Giorgos Borboudakis Ioannis Tsamardinos 34 95 0 30 May 2017