0.1.0 - ci-build

OBSCDSS - Local Development build (v0.1.0) built by the FHIR (HL7® FHIR® Standard) Build Tools. See the Directory of published versions

ValueSet: Machine Learning Models value set

Official URL: https://joofio.github.io/obs-cdss-fhir/ValueSet/ml-type-vs Version: 0.1.0
Draft as of 2024-03-26 Computable Name: MlTypesVS

Machine Learning Models value set

References

Logical Definition (CLD)

 

Expansion

Expansion based on codesystem Machine Learning Models code system v0.1.0 (CodeSystem)

This value set contains 5 concepts.

CodeSystemDisplayDefinition
  DThttps://joofio.github.io/obs-cdss-fhir/CodeSystem/ml-type-csDecision Trees

Decision Trees

  RFhttps://joofio.github.io/obs-cdss-fhir/CodeSystem/ml-type-csRandom Forests

Random Forests

  XGBOOSThttps://joofio.github.io/obs-cdss-fhir/CodeSystem/ml-type-csExtreme Gradient Boosting

Extreme Gradient Boosting

  LGBMhttps://joofio.github.io/obs-cdss-fhir/CodeSystem/ml-type-csLight Gradient Boosting

Light Gradient Boosting

  BAYEShttps://joofio.github.io/obs-cdss-fhir/CodeSystem/ml-type-csBayesian

Bayesian


Explanation of the columns that may appear on this page:

Level A few code lists that FHIR defines are hierarchical - each code is assigned a level. In this scheme, some codes are under other codes, and imply that the code they are under also applies
System The source of the definition of the code (when the value set draws in codes defined elsewhere)
Code The code (used as the code in the resource instance)
Display The display (used in the display element of a Coding). If there is no display, implementers should not simply display the code, but map the concept into their application
Definition An explanation of the meaning of the concept
Comments Additional notes about how to use the code