Home / AIO Classes / MachineLearningTask / Ridge Regression

Ridge Regression

MachineLearningTask AIO:RidgeRegression NOT_REVIEWED

A regression analysis that estimates the coefficients of multiple regression models in scenarios where the independent variables are highly correlated.

Ontology IRI: https://w3id.org/aio/RidgeRegression

Ontology Structure & Relationships

Parent Classes

AIO:RegressionAnalysis (Regression Analysis)

Branches

MachineLearningTask

Annotations & Sources

Definition Sources:

https://en.wikipedia.org/wiki/Ridge_regression

Subsets:

https://w3id.org/aio/MachineLearningSubset

Import Provenance & Upstream Synchronization

Source Repo: AIO GitHub

Release Version: aio.json

Commit: 397851c547…

License: CC-BY-4.0

Imported At: 2026-10-10T07:34:10Z

SHA256: 8f741d71408c…

Source File: data/aio/RidgeRegression.yaml