The Online Regularized K-Means Clustering Algorithm

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Documentation for package ‘ORKM’ version 0.7.0.0

• DESCRIPTION file.

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cora_view1	The first view of Cora data set.
cora_view2	The second view of Cora data set.
cora_view3	The third view of Cora data set.
cora_view4	The fourth view of Cora data set.
cornell_cites	The first view of Cornell data set.
cornell_content	The second view of Cornell data set.
cornell_inbound	The third view of Cornell data set.
cornell_outbound	The fourth view of Cornell data set.
DMC	Deep matrix clustering algorithm for multi-view data
INDEX	Caculate the indication on the functions
KMeans	K-means clustering algorithm for multi/single view data
labelcornell	True clustering labels for Cornell data set.
labelTexas	True clustering labels for Texas data set.
labelWashington	True clustering labels for Washington data set.
labelWisconsin	True clustering labels for Wisconsin data set.
movie_1	The first view of Movie data set.
movie_2	The second view of Movie data set.
OGD	Online gradient descent algorithm for online single-view data clustering
OMU	Online multiplicative update algorithm for online multi-view data clustering
ORKMeans	Online regularized K-means clustering algorithm for online multi-view data
PKMeans	Power K-means clustering algorithm for single view data
QCM	The QCM data set with K=5.
RKMeans	Regularized K-means clustering algorithm for multi-view data
seed	A single-view data set named Seeds.
sobar	A single-view data set named Sobar.
texas_cites	The first view of Texas data set.
texas_content	The second view of Texas dataset.
texas_inbound	The third view of Texas data set.
texas_outbound	The fourth view of Texas data set.
turelabel	Ture label of Movie data set.
Washington_cites	The third view of Washington data set.
Washington_content	The second view of Washington data set.
Washington_inbound	The third view of Washington data set.
Washington_outbound	The fourth view of Washington data set.
Wisconsin_cites	The first view of Wisconsin data set.
Wisconsin_content	The second view of Wisconsin data set.
Wisconsin_inbound	The third view of Wisconsin data set.
Wisconsin_outbound	The fourth view of Wisconsin data set.