Study on cardiovascular disease using logistic regression, Kaggle data set
- logisticRegressionAddons_20230314.R : addons to assess a logistic regression fit
- CardiovascularDisease_LogisticRegression_20230313.Rmd : Analysis using a dataset from Kaggle,
- CardiovascularDisease_LogisticRegressionCV_20230313.Rmd : Same but using the Cross Validation feature from the caret package,
- CardiovascularDisease_LogisticRegressionLogitBoost_20230313.Rmd : Analysis with a boosted version of the logistic regression, using caret.
You will also find the .html files obtained after knitting the .Rmd files.
The .R and .Rmd files are under GPL3 license.
The dataset is available on Kaggle and may not be concerned by a GPL3 licence, in other word I don't own any right on the dataset :
https://www.kaggle.com/datasets/sulianova/cardiovascular-disease-dataset