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Algorithms

The Algorithms component consists of classes that implement algorithms for data analysis (data mining) and data modeling (training and prediction). These algorithms include matrix decompositions, clustering, classification, and regression algorithms, as well as association rules discovery.

• Clustering
  • K-Means
  • K-Means initialization
• Nearest Neighbors (kNN)
  • k-Nearest Neighbors Classification (k-NN)
• Decomposition
  • Principal Components Analysis (PCA)

Homogeneous table Clustering