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CONDOP (version 1.0)

pre.processing: Normalize the data before the classification step.

Description

n0 - without normalization n1 - standardization ((x-mean)/sd) n2 - positional standardization ((x-median)/mad) n3 - unitization ((x-mean)/range) n4 - unitization with zero minimum ((x-min)/range) n5 - normalization in range <-1,1> ((x-mean)/max(abs(x-mean)))

Usage

pre.processing(OPs, NOPs, POPs, DOPs, type = "n0", verbose = TRUE, ...)

Arguments

OPs
Data table including the confirmed operon pairs (OPs). See select.ops.
POPs
Data table including gene pairs with an operon status to (re)define (POPs). See select.pops.
DOPs
Data table including the operon pairs annotated in DOOR database (DOPs). See select.ops.indoor.
type
Charcater vector indicating the method to use for the normalization step. Default value is "n0".
verbose
Default logical value is TRUE.
OPs
Data table including the confirmed non-operon pairs (NOPs). See select.nops.