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.
| Identifier | MLC-T-CHM-009043 |
|---|---|
| Field | Chemistry |
| Subject | Chemistry and Human Health |
| 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) |
| See also | PLS 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/"
}
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