Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Projects: cran: OpenML

https://packages.ecosyste.ms/registries/cran.r-project.org/packages/OpenML

Open Machine Learning and Open Data Platform
12 versions
Latest release: about 2 years ago
4 dependent packages
468 downloads last month

Papers Mentioning OpenML 21

A Multicriteria Approach to Find Predictive and Sparse Models with Stable Feature Selection for High-Dimensional Data
Cited by: 11
Author(s): Andrea Bommert, Jörg Rahnenführer, Michel Lang
Software Mentions: 11
Published: almost 8 years ago

10.1186/s12859-018-2264-5

Random forest versus logistic regression: a large-scale benchmark experiment
Cited by: 396
Author(s): Raphäel Couronné, Philipp Probst, Anne‐Laure Boulesteix
Software Mentions: 11
Published: over 6 years ago

10.1186/s12859-021-04037-3

InstantDL: an easy-to-use deep learning pipeline for image segmentation and classification
Cited by: 8
Author(s): Dominik J. E. Waibel, Sayedali Shetab Boushehri, Carsten Marr
Software Mentions: 10
Published: over 3 years ago

10.7717/peerj.6339

Splitting on categorical predictors in random forests
Cited by: 26
Author(s): Marvin N. Wright, Inke R. König
Software Mentions: 9
Published: over 5 years ago

10.3389/fdata.2021.693674

A Benchmark for Data Imputation Methods
Cited by: 41
Author(s): Sebastian Jäger, Arndt Allhorn, Felix Bießmann
Software Mentions: 8
Published: over 3 years ago

10.1186/s13059-019-1738-8

Essential guidelines for computational method benchmarking
Cited by: 107
Author(s): Lukas Weber, Wouter Saelens, Robrecht Cannoodt, Charlotte Soneson, Alexander Hapfelmeier, Paul Geeleher, Anne‐Laure Boulesteix, Yvan Saeys, Mark D. Robinson
Software Mentions: 6
Published: over 5 years ago

10.1186/s12874-020-01046-3

Don’t dismiss logistic regression: the case for sensible extraction of interactions in the era of machine learning
Cited by: 33
Author(s): Joshua Levy, A. James O’Malley
Software Mentions: 4
Published: over 4 years ago

10.7717/peerj-cs.459

Classification of the drifting data streams using heterogeneous diversified dynamic class-weighted ensemble
Cited by: 7
Author(s): Martin Sarnovský, Michal Kolárik
Software Mentions: 3
Published: over 3 years ago

10.1007/s10994-017-5685-x

Meta-QSAR: a large-scale application of meta-learning to drug design and discovery
Cited by: 58
Author(s): Iván Olier, Noureddin Sadawi, G. Richard J. Bickerton, Joaquin Vanschoren, Crina Groşan, Larisa Soldatova, Ross D. King
Software Mentions: 3
Published: almost 7 years ago

10.1155/2014/859279

Cloud Based Metalearning System for Predictive Modeling of Biomedical Data
Cited by: 10
Author(s): Milan Vukičević, Sandro Radovanović, Miloš Milovanović, Miroslav Minović
Software Mentions: 3
Published: almost 11 years ago

10.1155/2017/7847531

Correcting Classifiers for Sample Selection Bias in Two-Phase Case-Control Studies
Cited by: 8
Author(s): Norbert Krautenbacher, Fabian J. Theis, Christiane Fuchs
Software Mentions: 2
Published: almost 8 years ago

10.1038/s41598-021-83247-4

Conservation machine learning: a case study of random forests
Cited by: 11
Author(s): Moshe Sipper, Jason H. Moore
Software Mentions: 2
Published: over 3 years ago

10.1186/s13040-017-0154-4

PMLB: a large benchmark suite for machine learning evaluation and comparison
Cited by: 217
Author(s): Randal S. Olson, William La Cava, Patryk Orzechowski, Ryan J. Urbanowicz, Jason H. Moore
Software Mentions: 2
Published: almost 7 years ago

10.1186/s13321-019-0392-1

Multi-task learning with a natural metric for quantitative structure activity relationship learning
Cited by: 13
Author(s): Noureddin Sadawi, Iván Olier, Joaquin Vanschoren, Jan N. van Rijn, Jérémy Besnard, G. Richard J. Bickerton, Crina Groşan, Larisa Soldatova, Ross D. King
Software Mentions: 2
Published: almost 5 years ago

10.1007/s10115-018-1205-y

A comprehensive empirical comparison of hubness reduction in high-dimensional spaces
Cited by: 16
Author(s): Roman Feldbauer, Arthur Flexer
Software Mentions: 1
Published: over 6 years ago

10.1007/s41060-018-0103-4

Data science as a language: challenges for computer science—a position paper
Cited by: 7
Author(s): Arno Siebes
Software Mentions: 1
Published: over 6 years ago

10.1093/bioinformatics/btaa698

Evaluating recommender systems for AI-driven biomedical informatics
Cited by: 10
Author(s): William La Cava, Heather Williams, Weixuan Fu, Steven Vitale, Durga Srivatsan, Jason H. Moore
Software Mentions: 1
Published: about 4 years ago

10.1155/2015/830809

Towards a Food Safety Knowledge Base Applicable in Crisis Situations and Beyond
Cited by: 3
Author(s): Alexander Falenski, Armin A. Weiser, C. Thöns, Bernd Appel, Annemarie Käsbohrer, Matthias Filter
Software Mentions: 1
Published: almost 10 years ago

10.3390/e23070822

Experimental Study and Comparison of Imbalance Ensemble Classifiers with Dynamic Selection Strategy
Cited by: 8
Author(s): Dongxue Zhao, Xin Wang, Yashuang Mu, Lidong Wang
Software Mentions: 1
Published: over 3 years ago

10.1186/s12874-017-0417-2

Towards evidence-based computational statistics: lessons from clinical research on the role and design of real-data benchmark studies
Cited by: 44
Author(s): Anne‐Laure Boulesteix, Rory Wilson, Alexander Hapfelmeier
Software Mentions: 1
Published: about 7 years ago

10.1186/s12859-020-3361-9

Cost-Constrained feature selection in binary classification: adaptations for greedy forward selection and genetic algorithms
Cited by: 16
Author(s): Rudolf Jagdhuber, Michel Lang, Arnulf Stenzl, Jochen Neuhaus, Jörg Rahnenführer
Software Mentions: 1
Published: almost 5 years ago