clusterGrid_2D: Cluster analysis of 2D matrix
In SantanderMetGroup/transformeR: A climate4R package for general climate data manipulation and transformation
clusterGrid_2D R Documentation
Cluster analysis of 2D matrix
Description
Performs cluster analysis of 3D grids. Several clustering algorithms are available.
Usage
clusterGrid_2D(grid.2D, type, centers, ...)
Arguments
type
Clustering algorithm to be used for the cluster analysis.
Possible values are "kmeans" (default), "hierarchical", "som".
The core functions are kmeans, hclust, som, respectively. See Details.
centers
Integer value indicating the number of clusters, k, or center points. See Details.
...
Further specific arguments passed to the clustering functions
grid
A grid (gridded or station dataset), multigrid, multimember grid or multimember multigrid object
Value
A matrix object that contains the clusters centroids' created using the specified algorithm.
The clustering type, number of clusters, cluster index of each day and other algorithm-specific parameters are
provided as attributes.
Author(s)
J. A. Fernandez
SantanderMetGroup/transformeR documentation built on Nov. 25, 2024, 1:25 p.m.
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| clusterGrid_2D | R Documentation |
Cluster analysis of 2D matrix
Description
Performs cluster analysis of 3D grids. Several clustering algorithms are available.
Usage
clusterGrid_2D(grid.2D, type, centers, ...)
Arguments
type |
Clustering algorithm to be used for the cluster analysis. Possible values are "kmeans" (default), "hierarchical", "som". The core functions are kmeans, hclust, som, respectively. See Details. |
centers |
Integer value indicating the number of clusters, k, or center points. See Details. |
... |
Further specific arguments passed to the clustering functions |
grid |
A grid (gridded or station dataset), multigrid, multimember grid or multimember multigrid object |
Value
A matrix object that contains the clusters centroids' created using the specified algorithm. The clustering type, number of clusters, cluster index of each day and other algorithm-specific parameters are provided as attributes.
Author(s)
J. A. Fernandez
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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