Clustering

AffinityPropagation/AgglomerativeClustering/Birch/DBSCAN/KMeans/MiniBatchKMeans/MeanShift/ OPTICS/SpectralClustering/SpectralBiclustering/SpectralCoclustering

Common

Input Data

	Inputs
*Target Data(X)	Data Input
*Model Name	Name of the user-defined cluster model
*Predict Output	Name of the output data
Merge Data	Predict Output will be created with predicted labels concatenated to Merge Data.
x (numeric)	User-selected columns to be X. If none is selected, All columns will be selected.

[Task information of AffinityPropagation]

Workflow Example

Python Package

AffinityPropagation: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.AffinityPropagation.html#

AgglomerativeClustering: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.AgglomerativeClustering.html

Birch: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.Birch.html

DBSCAN: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.DBSCAN.html

KMeans: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html

MiniBatchKMeans: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.MiniBatchKMeans.html

MeanShift: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.MeanShift.html

OPTICS: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.OPTICS.html

SpectralClustering: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralClustering.html

SpectralBiclustering: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralBiclustering.html

SpectralCoclustering: https://scikit-learn.org/stable/modules/generated/sklearn.cluster.SpectralCoclustering.html