MLchartDataset catalogue

Local model

Term · Chemistry · MLC-T-CHM-006739

A computational model developed to predict properties or activities for a specific, narrow chemical space or a particular class of compounds. These models are highly accurate within their defined applicability domain but may not generalize well to structurally dissimilar compounds. They contrast with global models, which aim for broader applicability.

Table 1. Record
IdentifierMLC-T-CHM-006739
FieldChemistry
SubjectChemistry and Human Health
ReferencesPAC, 2016, 88, 239. 'Glossary of terms used in computational drug design, part II (IUPAC Recommendations 2015)' on page 249 (https://doi.org/10.1515/pac-2012-1204)
See alsoGlobal model
Record as JSON 
{
  "id": "MLC-T-CHM-006739",
  "term": "Local model",
  "field": "Chemistry",
  "definition": "A computational model developed to predict properties or activities for a specific, narrow chemical space or a particular class of compounds. These models are highly accurate within their defined applicability domain but may not generalize well to structurally dissimilar compounds. They contrast with global models, which aim for broader applicability.",
  "subject": "Chemistry and Human Health",
  "see_also": [
    "global model"
  ],
  "references": [
    "PAC, 2016, 88, 239. 'Glossary of terms used in computational drug design, part II (IUPAC Recommendations 2015)' on page 249 (https://doi.org/10.1515/pac-2012-1204)"
  ],
  "url": "https://mlchart.com/terminology/chemistry/local-model/"
}

Record 7,138 of 13,676 in Chemistry terminology (MLC-0109). Request the full dataset.