findnoise {noisemodel} | R Documentation |
Find the differences between two datasets
Description
Detect the differences between two datasets, focusing on the input attributes (x
,
xnoise
), the output class (y
, ynoise
) or both depending on the type of
the model (label, attributes, combined).
Usage
findnoise(x, y, xnoise, ynoise, model)
Arguments
x |
a data frame of input attributes (clean dataset). |
y |
a factor vector with the output class of each sample (clean dataset). |
xnoise |
a data frame of input attributes (noisy dataset). |
ynoise |
a factor vector with the output class of each sample (noisy dataset). |
model |
a character with the name of the noise model. |
Value
A list with four elements:
numnoise |
an integer vector with the amount of noisy samples per variable. |
idnoise |
an integer vector list with the indices of noisy samples per variable. |
numclean |
an integer vector with the amount of clean samples per variable. |
idclean |
an integer vector list with the indices of clean samples per variable. |