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: 10.7717/peerj.5457

https://doi.org/10.7717/peerj.5457

Global mapping of potential natural vegetation: an assessment of machine learning algorithms for estimating land potential

Cited by: 84
Author(s): Tomislav Hengl, Markus Walsh, Jonathan Sanderman, Ichsani Wheeler, Sandy P. Harrison, Iain Colin Prentice
Published: about 6 years ago

Software Mentions 17

cran: caret
Classification and Regression Training
Papers that mentioned: 630
cran: Cubist
Rule- And Instance-Based Regression Modeling
Papers that mentioned: 54
cran: gbm
Generalized Boosted Regression Models
Papers that mentioned: 250
cran: mlr
Machine Learning in R
Papers that mentioned: 64
cran: nnet
Feed-Forward Neural Networks and Multinomial Log-Linear Models
Papers that mentioned: 296
cran: OpenStreetMap
Access to Open Street Map Raster Images
Papers that mentioned: 1,001
cran: ranger
A Fast Implementation of Random Forests
Papers that mentioned: 91
cran: rgbif
Interface to the Global Biodiversity Information Facility API
Papers that mentioned: 42
cran: ROCR
Visualizing the Performance of Scoring Classifiers
Papers that mentioned: 596
cran: xgboost
Extreme Gradient Boosting
Papers that mentioned: 207
pypi: caret
A Python Interface to Asterisk
Papers that mentioned: 630
pypi: ctrl
Code, demos and utilities for learning to program with the Control Everything series.
Papers that mentioned: 11
pypi: gbm
Read and analyze GBM data
Papers that mentioned: 250
pypi: GDAL
GDAL: Geospatial Data Abstraction Library
Papers that mentioned: 71
pypi: mlr
Linear regression utility with inference tests, residual analysis, outlier visualization, multicollinearity test, and other features
Papers that mentioned: 64
pypi: ranger
A Python package for the manipulation of Range objects
Papers that mentioned: 91
pypi: xgboost
XGBoost Python Package
Papers that mentioned: 207