filter.by.dependencies: Filters columns (sequence positions) by dependency
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filter.by.dependencies R Documentation
Filters columns (sequence positions) by dependency
Description
Filters columns based on the average or maximum mutual information of a column
to all other columns. Mutual information is normalized to to interval
[0,1], where 0 corresponds to independence and 1 to perfect dependence.
Usage
filter.by.dependencies(mi.threshold, use.max = FALSE)
Arguments
mi.threshold
the minimum average or maximum mutual information required
use.max
if TRUE, the maximum and otherwise the average mutual
information will be considered
Value
function that, given a DLData object, returns TRUE
for every column that does exceed the specified average mutual information
Author(s)
Jan Grau <grau@informatik.uni-halle.de>
Examples
fun <- filter.by.dependencies(mi.threshold = 0.3)
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| filter.by.dependencies | R Documentation |
Filters columns (sequence positions) by dependency
Description
Filters columns based on the average or maximum mutual information of a column to all other columns. Mutual information is normalized to to interval [0,1], where 0 corresponds to independence and 1 to perfect dependence.
Usage
filter.by.dependencies(mi.threshold, use.max = FALSE)
Arguments
mi.threshold |
the minimum average or maximum mutual information required |
use.max |
if |
Value
function that, given a DLData object, returns TRUE
for every column that does exceed the specified average mutual information
Author(s)
Jan Grau <grau@informatik.uni-halle.de>
Examples
fun <- filter.by.dependencies(mi.threshold = 0.3)
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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