Can anyone point out to a good reference on feature selection in a model? Some blogs or docs (like sklearn) seem good, but I would like to read something more complete, if possible. #statistics #FeatureSelection

Relief-based feature selection: Introduction and review https://www.sciencedirect.com/science/article/pii/S1532046418301400 #machinelearning #datascience #featureselection

iCite: "ITERATIVE RE‐WEIGHTED COVARIATES SELECTION FOR ROBUST FEATURE SELECTION MODELLING IN THE PRESENCE OF OUTLIERS (IRCOVSEL)"
Journal of Chemometrics 2022
https://doi.org/10.1002/cem.3458.
#openaccess #chemometrics #featureselection

I'm proud to present our latest #OpenAccess publication published in #Bioinformatics journal, titled "Stable Iterative Variable Selection"

https://doi.org/10.1093/bioinformatics/btab501

The method is named "sivs" and is already available on CRAN and on GitHub under GPLv3:

github.com/mmahmoudian/sivs

Enjoy and happy coding 👍🏼🍻

#RStats #FeatureSelection