MLchartDataset catalogue

Cluster analysis

Term · Chemistry · MLC-T-CHM-002143

A statistical method used to group a set of objects in such a way that objects in the same group, or cluster, are more similar to each other than to those in other groups. This technique is applied in chemistry to identify patterns in data, such as classifying compounds based on their properties or spectra. Common algorithms include k-means and hierarchical clustering.

Table 1. Record
IdentifierMLC-T-CHM-002143
FieldChemistry
SubjectChemistry and Human Health
ReferencesPAC, 1997, 69, 1137. 'Glossary of terms used in computational drug design (IUPAC Recommendations 1997)' on page 1140 (https://doi.org/10.1351/pac199769051137)
See alsoCluster
Record as JSON
{
  "id": "MLC-T-CHM-002143",
  "term": "Cluster analysis",
  "field": "Chemistry",
  "definition": "A statistical method used to group a set of objects in such a way that objects in the same group, or cluster, are more similar to each other than to those in other groups. This technique is applied in chemistry to identify patterns in data, such as classifying compounds based on their properties or spectra. Common algorithms include k-means and hierarchical clustering.",
  "subject": "Chemistry and Human Health",
  "see_also": [
    "cluster"
  ],
  "references": [
    "PAC, 1997, 69, 1137. 'Glossary of terms used in computational drug design (IUPAC Recommendations 1997)' on page 1140 (https://doi.org/10.1351/pac199769051137)"
  ],
  "url": "https://mlchart.com/terminology/chemistry/cluster-analysis/"
}

Record 2,295 of 13,676 in Chemistry terminology (MLC-0109). Request the full dataset.