pyclustering.cluster.encoder.cluster_encoder Class Reference

Provides service to change clustering result representation. More...

Public Member Functions
def	__init__ (self, encoding, clusters, data)
	Constructor of clustering result representor. More...
def	get_encoding (self)
	Returns current cluster representation.
def	get_clusters (self)
	Returns clusters representation.
def	get_data (self)
	Returns data that corresponds to clusters.
def	set_encoding (self, encoding)
	Change clusters encoding to specified type (index list, object list, labeling). More...

Detailed Description

Provides service to change clustering result representation.

Example:

# load list of points for cluster analysis
sample = read_sample(path);

# create instance of K-Means algorithm
kmeans_instance = kmeans(sample, [ [0.0, 0.1], [2.5, 2.6] ]);

# run cluster analysis and obtain results
kmeans_instance.process();
clusters = kmeans_instance.get_clusters();

# by default k-means returns representation CLUSTER_INDEX_LIST_SEPARATION
type_repr = kmeans_instance.get_cluster_encoding();
encoder = cluster_encoder(type_repr, clusters, sample);

# change representation from index list to label list
representor.set_encoding(type_encoding.CLUSTER_INDEX_LABELING);

# change representation from label to object list
representor.set_encoding(type_encoding.CLUSTER_OBJECT_LIST_SEPARATION);

Definition at line 46 of file encoder.py.

Constructor & Destructor Documentation

__init__()

def pyclustering.cluster.encoder.cluster_encoder.__init__	(		self,
			encoding,
			clusters,
			data
	)

Constructor of clustering result representor.

Parameters

[in]	encoding	(type_encoding): Type of clusters representation (index list, object list or labels).
[in]	clusters	(list): Current clusters representation.
[in]	data	(list): Data that corresponds to clusters.

Definition at line 74 of file encoder.py.

Member Function Documentation

set_encoding()

def pyclustering.cluster.encoder.cluster_encoder.set_encoding	(		self,
			encoding
	)

Change clusters encoding to specified type (index list, object list, labeling).

Parameters

[in]

encoding

(type_encoding): New type of clusters representation.

Definition at line 114 of file encoder.py.

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The documentation for this class was generated from the following file:

• pyclustering/cluster/encoder.py