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/s12884-018-1971-2

https://doi.org/10.1186/s12884-018-1971-2

Comparison of logistic regression with machine learning methods for the prediction of fetal growth abnormalities: a retrospective cohort study

Cited by: 70
Author(s): Stefan Kuhle, Bryan Maguire, Hongqun Zhang, David C. Hamilton, Alexander C. Allen, K.S. Joseph, Victoria M. Allen
Published: over 6 years ago

Software Mentions 8

cran: gbm
Generalized Boosted Regression Models
Papers that mentioned: 250
cran: glmnet
Lasso and Elastic-Net Regularized Generalized Linear Models
Papers that mentioned: 1,607
cran: MASS
Support Functions and Datasets for Venables and Ripley's MASS
Papers that mentioned: 2,353
cran: nnet
Feed-Forward Neural Networks and Multinomial Log-Linear Models
Papers that mentioned: 296
cran: randomForest
Breiman and Cutler's Random Forests for Classification and Regression
Papers that mentioned: 1,447
cran: rpart
Recursive Partitioning and Regression Trees
Papers that mentioned: 431
pypi: gbm
Read and analyze GBM data
Papers that mentioned: 250
pypi: glmnet
Python wrapper for glmnet
Papers that mentioned: 1,607