Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:application |
pattern recognition
data mining unsupervised machine learning |
| gptkbp:extendsTo |
k-means clustering
|
| gptkbp:feature |
automatic selection of number of clusters
|
| https://www.w3.org/2000/01/rdf-schema#label |
X-means clustering
|
| gptkbp:input |
gptkb:dataset
|
| gptkbp:openSource |
gptkb:ELKI
scikit-learn-contrib |
| gptkbp:output |
cluster assignments
number of clusters |
| gptkbp:proposedBy |
gptkb:Andrew_Moore
Dan Pelleg |
| gptkbp:publicationYear |
2000
|
| gptkbp:relatedTo |
gptkb:EM_algorithm
G-means clustering k-means++ |
| gptkbp:supportsAlgorithm |
iterative
|
| gptkbp:usesCriterion |
gptkb:Akaike_Information_Criterion
gptkb:Bayesian_Information_Criterion |
| gptkbp:bfsParent |
gptkb:Hans-Peter_Kriegel
|
| gptkbp:bfsLayer |
7
|