MATLAB File Help: dml.standardizer | View code for dml.standardizer | Default Topics |
standardizer takes zscores.
DESCRIPTION
Takes zscores such that data has mean 0 and standard deviation 1
EXAMPLE
X = rand(10,3);
m = dml.standardizer;
m = m.train(X);
Z = m.test(X);
DEVELOPER
Marcel van Gerven (m.vangerven@donders.ru.nl)
Superclasses | dml.method |
Sealed | false |
Construct on load | false |
standardizer | takes zscores. |
indims | dimensions of the input data (excluding the trial dim and time dim in time series data) |
mu | mean |
restart | when false, starts at the previously learned parameters; needed for online learning and grid search |
sigma | standard deviation |
verbose | whether or not to generate diagnostic output |
invert | inverts the standardization | |
model | this method does not return a model | |
test | ||
train | handle multiple datasets |