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K-Means
beginnerunsupervised
parametricclusteringtabular
Mechanisms
centroid optimizationdistance
Constraints
requires scalingsensitive to high dimensionsensitive to outliers
Practical profile
- Explainability
- medium
- Training cost
- low
- Inference cost
- low
- Data appetite
- medium
