Description Usage Arguments Examples
Excludes rows whose data are unusable due to missingness or observation errors.
1 | ExcludeData(d, ColumnThreshold = 0.5, RowThreshold = 0.5, Type = c("Train", "Test"))
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d |
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ColumnThreshold |
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RowThreshold |
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Type |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 | ##---- Should be DIRECTLY executable !! ----
##-- ==> Define data, use random,
##-- or do help(data=index) for the standard data sets.
## The function is currently defined as
function (d, ColumnThreshold = 0.5, RowThreshold = 0.5, Type = c("Train",
"Test"))
{
d1 <- ExcludeGenes(d = d, Threshold = ColumnThreshold, Type = Type)
ExcludedColumns = d1$ExcludedGeneList
d2 <- ExcludeCells(d1$Data, RowThreshold)
ExcludedRows = d2$ExclusionList
Dd = list(ExcludedGenes = ExcludedColumns, ExcludedCells = ExcludedRows,
Data = d2$Data)
return(Dd)
}
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