Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:alternativeName |
Partitioning Around Medoids
|
| gptkbp:complexity |
higher than K-means
|
| https://www.w3.org/2000/01/rdf-schema#label |
K-medoids
|
| gptkbp:implementedIn |
scikit-learn-extra
R cluster package |
| gptkbp:input |
gptkb:Metric
number of clusters |
| gptkbp:output |
cluster assignments
medoids |
| gptkbp:proposedBy |
gptkb:Leonard_Kaufman
gptkb:Peter_J._Rousseeuw |
| gptkbp:publishedIn |
1987
|
| gptkbp:reduces |
sum of pairwise dissimilarities
|
| gptkbp:relatedTo |
gptkb:K-means
PAM algorithm |
| gptkbp:robustTo |
outliers
|
| gptkbp:supportsAlgorithm |
partitioning clustering
|
| gptkbp:usedIn |
gptkb:machine_learning
pattern recognition data mining |
| gptkbp:uses |
medoids
|
| gptkbp:bfsParent |
gptkb:K-means
gptkb:K-means_clustering |
| gptkbp:bfsLayer |
7
|