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.

Papers: 10.1186/s12859-018-2264-5

https://doi.org/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
Published: over 6 years ago

Software Mentions 11

bioconductor: ArrayExpress

Access the ArrayExpress Collection at EMBL-EBI Biostudies and build Bioconductor data structures: ExpressionSet, AffyBatch, NChannelSet
Papers that mentioned: 1,962

cran: batchtools

Tools for Computation on Batch Systems
Papers that mentioned: 3

cran: glmnet

Lasso and Elastic-Net Regularized Generalized Linear Models
Papers that mentioned: 1,607

cran: mlr

Machine Learning in R
Papers that mentioned: 64

cran: OpenML

Open Machine Learning and Open Data Platform
Papers that mentioned: 21

cran: randomForest

Breiman and Cutler's Random Forests for Classification and Regression
Papers that mentioned: 1,447

cran: tuneRanger

Tune Random Forest of the 'ranger' Package
Papers that mentioned: 2

pypi: batchtools

Command line tool to process subjects with re:THINQ using AWS Batch
Papers that mentioned: 3

pypi: glm

glm Python library
Papers that mentioned: 190

pypi: glmnet

Python wrapper for glmnet
Papers that mentioned: 1,607

pypi: mlr

Linear regression utility with inference tests, residual analysis, outlier visualization, multicollinearity test, and other features
Papers that mentioned: 64