Supervised classification

{
  "id": "MLC-T-CHM-011610",
  "term": "Supervised classification",
  "field": "Chemistry",
  "definition": "A chemometric method for categorizing unknown samples into predefined classes based on a training set of samples with known classifications. The algorithm learns a model from the labeled data to predict the class membership of new, unlabeled data. This approach requires prior knowledge of the classes and their characteristics.",
  "subject": "Analytical Chemistry",
  "see_also": [
    "model"
  ],
  "references": [
    "PAC, 2016, 88, 407. 'Vocabulary of concepts and terms in chemometrics (IUPAC Recommendations 2016)' on page 432 (https://doi.org/10.1515/pac-2015-0605)"
  ],
  "url": "https://mlchart.com/terminology/chemistry/supervised-classification/"
}