Linear Regression
MachineLearningTask AIO:LinearRegression NOT_REVIEWED
A regression analysis that is a linear approach for modeling the relationship between a scalar response and one or more explanatory variables.
Ontology IRI:
https://w3id.org/aio/LinearRegression
Ontology Structure & Relationships
Parent Classes
Branches
Annotations & Sources
Definition Sources:
Subsets:
https://w3id.org/aio/MachineLearningSubset
Curated AIMech Concepts Grounded to this Class
1 Concept| Curated Concept | Kind | Mapping Relation | Rationale |
|---|---|---|---|
Gamma filter
AIMech:GammaFilter |
Model Families | related_match | At fixed mu, fitting the linear combination of gamma-memory traces is a linear least-squares problem. The record identifies an adaptive dynamical filter family, while the pinned AIO class identifies regression analysis. Joint mu adaptation is nonlinear in the parameters, so neither exact identity nor a broad is-a mapping is asserted. |
Import Provenance & Upstream Synchronization
Source Repo: AIO GitHub
Release Version:
aio.jsonCommit:
397851c547…License: CC-BY-4.0
Imported At: 2026-10-10T07:34:10Z
SHA256:
8f741d71408c…
Source File:
data/aio/LinearRegression.yaml