de en es fr nl pl pt sv zh

overtraining

Core principles of sustainable data science, machine learning and AI product development: Research as a core driver

msuzen

Kindly reposto to KDnuggets  by Gregory Piatetsky-Shapiro Preamble  Almost all businesses and industry embraced Machine learning (ML) technologies. Apart from ROI concerns, as it is an expensive endeavour to develop and deploy a service driven by ML techniques, sustainability as in going beyond...

ai machine learning data science statistical learning l1 supervised learning linear algebra overtraining overfitting statistics principles. sustainable development

Understanding overfitting: an inaccurate meme in supervised learning

msuzen

Kindly reposted to KDnuggets by Gregory Piatetsky-Shapiro with the title Understanding overfitting: an inaccurate meme in machine learning Preamble There is a lot of confusion among practitioners regarding the concept of overfitting. It seems like, a kind of an urban legend or a meme, a folklore...

machine learning data science prediction statistical learning supervised learning gnu r cross-validation overtraining r programming overfitting regression statistics r r project regularisation