# OnCo record ridge-regression (term). Data CC BY-NC 4.0, attribute "Data from OnCo (onco.cc)". Whole corpus: https://onco.cc/api/v1/onco.nt
@prefix schema: <https://schema.org/> .
@prefix onco: <https://onco.cc/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://onco.cc/terms/ridge-regression/>
  a schema:DefinedTerm ;
  onco:kind "term" ;
  schema:identifier "ridge-regression" ;
  schema:name "Ridge regression and the multilayer perceptron"@en ;
  schema:alternateName "ridge regression"@en, "L2 regularisation"@en, "L2-regularised regression"@en, "ridge head"@en, "multilayer perceptron"@en, "MLP"@en, "feedforward network"@en, "MLP head"@en ;
  schema:description "Ridge regression is linear regression with a penalty that shrinks coefficients, which keeps it stable when there are more genes than samples; a multilayer perceptron is the simplest neural network, a few fully connected layers."@en ;
  schema:url <https://onco.cc/terms/ridge-regression/> ;
  schema:dateModified "2026-09-24"^^xsd:date ;
  schema:sameAs <https://en.wikipedia.org/wiki/Ridge_regression> ;
  schema:citation <https://en.wikipedia.org/wiki/Multilayer_perceptron>, <https://en.wikipedia.org/wiki/Ridge_regression> ;
  onco:tag "cansim-terms" ;
  onco:related <https://onco.cc/terms/cancer-ai-vocabulary/> ;
  onco:terms <https://onco.cc/terms/linear-probe/>, <https://onco.cc/terms/pca/>, <https://onco.cc/terms/logistic-regression-term/>, <https://onco.cc/terms/cross-entropy-mse/> .