Scaling the data set
Usage
l_getScaledData(
data,
sequence = NULL,
scaling = c("variable", "observation", "data", "none"),
displayOrder = NULL,
reserve = FALSE,
as.data.frame = FALSE
)
Arguments
- data
A data frame
- sequence
vector with variable names that are scaled. If
NULL
, it will be set as the whole column names (all data set will be scaled).- scaling
one of 'variable', 'data', 'observation' or 'none' to specify how the data is scaled. See details
- displayOrder
the order of the display
- reserve
If
TRUE
, return the variables not shown insequence
as well; else only return the variables defined insequence
.- as.data.frame
Return a matrix or a data.frame
Details
The scaling
state defines how the data is scaled. The axes
display 0 at one end and 1 at the other. For the following explanation
assume that the data is in a nxp dimensional matrix. The scaling options
are then
variable | per column scaling |
observation | per row scaling |
data | whole matrix scaling |
none | do not scale |