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: 10.3389/fdata.2020.00015

https://doi.org/10.3389/fdata.2020.00015

Improving Diagnosis of Depression With XGBOOST Machine Learning Model and a Large Biomarkers Dutch Dataset (n = 11,081)

Cited by: 42
Author(s): Amita Sharma, W. Verbeke
Published: over 4 years ago

Software Mentions 9

cran: caret
Classification and Regression Training
Papers that mentioned: 630
cran: ggplot2
Create Elegant Data Visualisations Using the Grammar of Graphics
Papers that mentioned: 11,441
cran: mlr
Machine Learning in R
Papers that mentioned: 64
cran: ROSE
Random Over-Sampling Examples
Papers that mentioned: 131
cran: xgboost
Extreme Gradient Boosting
Papers that mentioned: 207
pypi: caret
A Python Interface to Asterisk
Papers that mentioned: 630
pypi: Extreme
It's just a name snipe.
Papers that mentioned: 277
pypi: mlr
Linear regression utility with inference tests, residual analysis, outlier visualization, multicollinearity test, and other features
Papers that mentioned: 64
pypi: xgboost
XGBoost Python Package
Papers that mentioned: 207