The Online Regularized K-Means Clustering Algorithm

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Documentation for package ‘ORKM’ version 0.6.0.0

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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.
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
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
QCMX The QCM data set with K=5.
RKMeans Regularized K-means clustering algorithm for multi-view data
seedX A single-view data set named Seeds.
sobar A single-view data set named Sobar.
turelabel Ture label of Movie data set.