Process a group of files for clustering
1 2 3 4 5 6 7 8 9 10 11 | process_files_groups(
files,
col.names,
num.clusters,
num.samples,
asinh.cofactor,
downsample.to,
output.dir,
negative.values,
quantile.prob
)
|
files |
A vector of strings. The first string in the vector corresponds to the name to be used for the clustering output, the remaining strings are the paths of the files that will be pooled together for clustering |
col.names |
A vector of column names indicating which columns should be used for clustering |
num.clusters |
The desired number of clusters |
num.samples |
Number of samples to be used for the CLARA algorithm (see |
asinh.cofactor |
Cofactor for |
downsample.to |
The number of events that should be randomly sampled from each file before pooling. If this is 0, no sampling is performed |
output.dir |
The name of the output directory, it will be created if it does not exist |
negative.values |
How to deal with negative values in the data. If this is
|
quantile.prob |
Only used if |
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