R: The Online Regularized K-Means Clustering Algorithm

# The Online Regularized K-Means Clustering Algorithm

## Documentation for package ‘ORKM’ version 1.0.0

- DESCRIPTION file

## Help Pages

ORKM-package | The Online Regularized K-Means Clustering Algorithm
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
labelcora | True clustering labels for Cora data set.
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
ORKM | The Online Regularized K-Means Clustering Algorithm
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.