problem with contrastive principal component analysis (cPCA)
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Entering edit mode
Rahil • 0
@27060a02
Last seen 2.8 years ago
United Kingdom

Hi all,

I am working with scPCA R package to do contrastive PCA analysis. The dimension of my background dataset is 73 / 1374 and my target dataset is 445 / 13741. (samples in rows and features in columns) This is my script:

cpca_sim <- scPCA(target = df_scaled[ ,-1],
                  background = ortholog_scaled,
                  n_centers = 4,
                  penalties = 0,
                  parallel = T)

I am getting this error

Error in result[[njob]] <- value : attempt to select less than one element in OneIndex
Error in serialize(data, node$con, xdr = FALSE) : error writing to connection

Am I doing sth wrong? Can anyone help me to get rid of this error?

Many thanks!

scPCA cPCA • 513 views
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Entering edit mode

Hi Rahil. Sorry for the delay. This seems to be an issue with parallelization. Have you tried running this code with parallel = FALSE? How did you set up BiocParallel?

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