Nested cross-validation when selecting classifiers is overzealous for most practical applications

25 September 2018

Papers citing "Nested cross-validation when selecting classifiers is overzealous for most practical applications"

15 / 15 papers shown

Title
Unveiling Processing--Property Relationships in Laser Powder Bed Fusion: The Synergy of Machine Learning and High-throughput Experiments Mahsa Amiri Zahra Zanjani Foumani Penghui Cao Lorenzo Valdevit Ramin Bostanabad AI4CE 59 2 0 30 Aug 2024
An LLM Feature-based Framework for Dialogue Constructiveness Assessment Lexin Zhou Youmna Farag Andreas Vlachos 68 2 0 20 Jun 2024
Predicting Parkinson's disease trajectory using clinical and functional MRI features: a reproduction and replication study Elodie Germani Nikhil Baghwat Mathieu Dugré Rémi Gau A. Montillo Kevin Nguyen Andrzej Sokolowski Madeleine Sharp J B Poline Tristan Glatard 66 0 0 20 Feb 2024
Video-based Automatic Lameness Detection of Dairy Cows using Pose Estimation and Multiple Locomotion Traits H. Russello R. V. D. Tol M. Holzhauer Eldert J. van Henten Gert Kootstra 72 14 0 10 Jan 2024
An Introduction to Natural Language Processing Techniques and Framework for Clinical Implementation in Radiation Oncology Reza Khanmohammadi Mohammad Mahdi Ghassemi Kyle Verdecchia A. Ghanem Luo Bing ... H. Bagher-Ebadian Farzan Siddiqui Mohamed Elshaikh B. Movsas Kundan Thind LM&MA 73 2 0 03 Nov 2023
Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions Celal Alagoz 18 0 0 21 Sep 2023
Pseudo-online framework for BCI evaluation: A MOABB perspective Igor Carrara Théodore Papadopoulo 126 8 0 21 Aug 2023
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection Benjamin C. Warner Ziqi Xu S. Haroutounian Thomas Kannampallil Chenyang Lu 85 2 0 19 Aug 2023
Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation Mucahit Cevik Can Kavaklioglu Fahad Razak A. Verma Ayse Basar 21 0 0 04 Aug 2023
Solving large-scale MEG/EEG source localization and functional connectivity problems simultaneously using state-space models Jose M. Sanchez-Bornot R. Sotero J. Kelso Damien Coyle 43 3 0 26 Aug 2022
A Bayesian Bradley-Terry model to compare multiple ML algorithms on multiple data sets Jacques Wainer 88 10 0 09 Aug 2022
Extract Dynamic Information To Improve Time Series Modeling: a Case Study with Scientific Workflow Jeeyung Kim Mengtian Jin Youkow Homma A. Sim W. Kroeger K. Wu AI4TS 33 0 0 19 May 2022
Automatic Classification of OSA related Snoring Signals from Nocturnal Audio Recordings Arun Sebastian P. Cistulli G. Cohen P. Chazal 21 0 0 25 Feb 2021
Utilizing stability criteria in choosing feature selection methods yields reproducible results in microbiome data Lingjing Jiang N. Haiminen A. Carrieri Shi Huang Yoshiki Vazquez-Baeza L. Parida Ho-Cheol Kim Austin D. Swafford R. Knight L. Natarajan 32 8 0 30 Nov 2020
Deep Neural Generative Model of Functional MRI Images for Psychiatric Disorder Diagnosis Takashi Matsubara T. Tashiro K. Uehara MedIm 58 43 0 18 Dec 2017