MLchartDataset catalogue

PLS loading

Term · Chemistry · MLC-T-CHM-009043

A coefficient that quantifies the contribution of each original variable to a specific PLS latent variable in Partial Least Squares regression. Loadings indicate how strongly each predictor or response variable is correlated with a particular latent component. High absolute loading values suggest a strong influence of that variable on the latent variable.

Table 1. Record
IdentifierMLC-T-CHM-009043
FieldChemistry
SubjectChemistry and Human Health
ReferencesPAC, 2016, 88, 239. 'Glossary of terms used in computational drug design, part II (IUPAC Recommendations 2015)' on page 252 (https://doi.org/10.1515/pac-2012-1204)
See alsoPLS latent variable
Record as JSON
{
  "id": "MLC-T-CHM-009043",
  "term": "PLS loading",
  "field": "Chemistry",
  "definition": "A coefficient that quantifies the contribution of each original variable to a specific PLS latent variable in Partial Least Squares regression. Loadings indicate how strongly each predictor or response variable is correlated with a particular latent component. High absolute loading values suggest a strong influence of that variable on the latent variable.",
  "subject": "Chemistry and Human Health",
  "see_also": [
    "PLS latent variable"
  ],
  "references": [
    "PAC, 2016, 88, 239. 'Glossary of terms used in computational drug design, part II (IUPAC Recommendations 2015)' on page 252 (https://doi.org/10.1515/pac-2012-1204)"
  ],
  "url": "https://mlchart.com/terminology/chemistry/pls-loading/"
}

Record 9,604 of 13,676 in Chemistry terminology (MLC-0109). Request the full dataset.