This is the command mlpack_radical that can be run in the OnWorks free hosting provider using one of our multiple free online workstations such as Ubuntu Online, Fedora Online, Windows online emulator or MAC OS online emulator
PROGRAM:
NAME
mlpack_radical - radical
SYNOPSIS
mlpack_radical [-h] [-v] -i string [-a int] [-n double] [-O] [-o string] [-u string] [-r int] [-s int] [-S int] -V
DESCRIPTION
An implementation of RADICAL, a method for independentcomponent analysis (ICA). Assuming
that we have an input matrix X, thegoal is to find a square unmixing matrix W such that Y
= W * X and the dimensions of Y are independent components. If the algorithm is
runningparticularly slowly, try reducing the number of replicates.
REQUIRED OPTIONS
--input_file (-i) [string]
Input dataset filename for ICA.
OPTIONS
--angles (-a) [int]
Number of angles to consider in brute-force search during Radical2D. Default value
150.
--help (-h)
Default help info.
--info [string]
Get help on a specific module or option. Default value ''.
--noise_std_dev (-n) [double]
Standard deviation of Gaussian noise. Default value 0.175.
--objective (-O)
If set, an estimate of the final objective function is printed.
--output_ic (-o) [string]
File to save independent components to. Default value 'output_ic.csv'.
--output_unmixing (-u) [string]
File to save unmixing matrix to. Default value 'output_unmixing.csv'.
--replicates (-r) [int]
Number of Gaussian-perturbed replicates to use (per point) in Radical2D. Default
value 30.
--seed (-s) [int]
Random seed. If 0, 'std::time(NULL)' is used. Default value 0.
--sweeps (-S) [int]
Number of sweeps; each sweep calls Radical2D once for each pair of dimensions.
Default value 0.
--verbose (-v)
Display informational messages and the full list of parameters and timers at the
end of execution.
--version (-V)
Display the version of mlpack.
ADDITIONAL INFORMATION
For further information, including relevant papers, citations, and theory, consult the
documentation found at http://www.mlpack.org or included with your DISTRIBUTION OF MLPACK.
mlpack_radical(1)
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