added the returned variance of PCA

nix
Pierre Alexandre Tremblay 5 years ago
parent 35e19b298c
commit 9149ea184f

@ -30,13 +30,15 @@ ARGUMENT:: action
Run when done
METHOD:: transform
Given a trained model, apply the reduction to a source link::Classes/FluidDataSet:: and write to a destination. Can be the same
Given a trained model, apply the reduction to a source link::Classes/FluidDataSet:: and write to a destination. Can be the same for both (in-place)
ARGUMENT:: sourceDataSet
Source data, or the DataSet name
ARGUMENT:: destDataSet
Destination data, or the DataSet name
ARGUMENT:: action
Run when done
RETURNS::
The variance, aka the error of the new representation: a lower value means a higher fidelity to the original.
METHOD:: fitTransform
link::Classes/FluidPCA#fit:: and link::Classes/FluidPCA#transform:: in a single pass
@ -46,6 +48,8 @@ ARGUMENT:: destDataSet
Destination data, or the DataSet name
ARGUMENT:: action
Run when done
RETURNS::
The variance, aka the error of the new representation: a lower value means a higher fidelity to the original.
METHOD:: transformPoint
Given a trained model, transform the data point in a link::Classes/Buffer:: and write to an output
@ -55,6 +59,8 @@ ARGUMENT:: destBuffer
Output data
ARGUMENT:: action
Run when done
RETURNS::
The variance, aka the error of the new representation: a lower value means a higher fidelity to the original.
EXAMPLES::

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