SOPC: The sparse online principal component can not only process...
In SOPC: The Sparse Online Principal Component Estimation Algorithm
SOPC R Documentation
The sparse online principal component can not only process online data sets, but also obtain a sparse solution of online data sets.
Description
The sparse online principal component can not only process online data sets, but also obtain a sparse solution of online data sets.
Usage
SOPC(data, m, gamma, eta)
Arguments
data
is a highly correlated online data set
m
is the number of principal component
gamma
is a sparse parameter
eta
is the proportion of online data to total data
Value
Aso,Dso
Examples
require(elasticnet)
SOPC(PSA,3,0.03,0.6)
SOPC documentation built on May 31, 2023, 7:42 p.m.
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.
| SOPC | R Documentation |
The sparse online principal component can not only process online data sets, but also obtain a sparse solution of online data sets.
Description
The sparse online principal component can not only process online data sets, but also obtain a sparse solution of online data sets.
Usage
SOPC(data, m, gamma, eta)
Arguments
data |
is a highly correlated online data set |
m |
is the number of principal component |
gamma |
is a sparse parameter |
eta |
is the proportion of online data to total data |
Value
Aso,Dso
Examples
require(elasticnet)
SOPC(PSA,3,0.03,0.6)
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.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.