updateHDS: Collect server-side information for updating H
In transbioZI/dsMTLBase: dsMTL server side base functions
updateHDS R Documentation
Collect server-side information for updating H
Description
Estimate the shared component (H) using the local data for method dsMTL_iNMF
Usage
updateHDS(X, H, W, Hv, Sp, lamb)
Arguments
X
The name of the data matrix
H
The current estimate of shared component H
W
The current estimate of heterogeneous component W
Hv
The current estimate of heterogeneous component Hv
Sp
The hyper-parameter for controlling the sparsity
lamb
The hyper-parameter for balancing the amount of homogeneous and heterogeneous information
Details
The function was performed by each server when the client attempted to aggregate information to update H. The local variables of
the server were used to estimate the H. These information will be aggregated on the client.
Value
The server-level information for aggregating a new estimate of H
Author(s)
Han Cao
transbioZI/dsMTLBase documentation built on Jan. 20, 2025, 8:18 p.m.
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| updateHDS | R Documentation |
Collect server-side information for updating H
Description
Estimate the shared component (H) using the local data for method dsMTL_iNMF
Usage
updateHDS(X, H, W, Hv, Sp, lamb)
Arguments
X |
The name of the data matrix |
H |
The current estimate of shared component H |
W |
The current estimate of heterogeneous component W |
Hv |
The current estimate of heterogeneous component Hv |
Sp |
The hyper-parameter for controlling the sparsity |
lamb |
The hyper-parameter for balancing the amount of homogeneous and heterogeneous information |
Details
The function was performed by each server when the client attempted to aggregate information to update H. The local variables of the server were used to estimate the H. These information will be aggregated on the client.
Value
The server-level information for aggregating a new estimate of H
Author(s)
Han Cao
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.
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