R M B LData HubKnowledge Fabricv0.1
← Back to Protocolsanalytical

Leave-one-out cross-validation (Asteraceae)

Subcategory: model validation
Papers: 1 | Mentions: 1

Local Knowledge Graph (33 entities)

Loading graph...

Knowledge graph centered on Leave-one-out cross-validation (Asteraceae) with 33 nodes and 113 connections. Top connected: Ligusticum porteri, Delphinium, Potentilla, Erigeron, Artemisia.

Description

Iterative procedure removing single data points, refitting models, and predicting missing values to assess model accuracy using NRMSE.

Typical Equipment

  • R software
  • hydroGOF package

Output Measurements

  • normalized root mean square error (NRMSE)

Papers Using This Protocol (1)

article

Comparing predictive measures and model functions for estimating plant biomass: lessons from a sagebrush–rabbitbrush community

2019Plant Ecologyusing

Species Studied With This Protocol

Astragalus sp.

1 paper

Lupinus

Fabaceae1 paper

Penstemon strictus

Plantaginaceae1 paper

crested wheatgrass

1 paper

Erigeron

Asteraceae1 paper

Taraxacum

Asteraceae1 paper

Ranunculus

Ranunculaceae1 paper

Astragalus

Fabaceae1 paper

Artemisia

Asteraceae1 paper

Artemisia tridentata

Asteraceae1 paper