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MATLAB
MATLAB MATLAB
MATLAB 2006b
2006b 2006b
2006b ONLINE
ONLINE ONLINE
ONLINE-
--
-SVR
SVR SVR
SVR REFERENCE
REFERENCE REFERENCE
REFERENCE
MANUAL
MANUALMANUAL
MANUAL
RETURN
RETURN RETURN
RETURN
METHOD NAME
METHOD NAMEMETHOD NAME
METHOD NAME
PARAMETERS
PARAMETERSPARAMETERS
PARAMETERS
DESCRIPTION
DESCRIPTIONDESCRIPTION
DESCRIPTION
I N I T I A L I Z A T I O N
I N I T I A L I Z A T I O NI N I T I A L I Z A T I O N
I N I T I A L I Z A T I O N
OnlineSVR New OnlineSVR
A T T R I B U T E S
A T T R I B U T E SA T T R I B U T E S
A T T R I B U T E S
C
C
parameter
Epsilon
Epsilon
parameter
KernelType
KernelType
parameter
(‘Linear’, ’Polynomial’, ‘RBF’,
‘GaussianRBF’, ‘ExponentialRBF’,
‘MLP’)
KernelParam
KernelParam
parameter
KernelParam2
KernelParam2
parameter
Verbosity Level of verbosity of messages
0: no messages
1: training informations
2: training details
3: debug informations
StabilizedLearning Stabilize weights after training
ShowPlots Show plots during training
MakeVideo Make a video of training
VideoTitle Video title
FramesNumber Number of frames of the video
L E A R N I N G
L E A R N I N G L E A R N I N G
L E A R N I N G O P E R A T I O
O P E R A T I O O P E R A T I O
O P E R A T I O N S
N SN S
N S
[SVR, Flops] Train NewSamplesX
NewSamplesY
Train OnlineSVT with
NewSamples
[SVR, Flops] Forget Indexes Forget samples Indexes
[SVR, Flops] Stabilize Stabilize the weights until KKT
conditions are verified
P R E D I C T / M A R G I N O P E R A
P R E D I C T / M A R G I N O P E R A P R E D I C T / M A R G I N O P E R A
P R E D I C T / M A R G I N O P E R A T I O N S
T I O N ST I O N S
T I O N S
[PredictedValues]
Predict SampletSetX Predict the Y values
[MarginValues]s Margin SampleSetX
SampleSetY
Find the margin (f(x)-y)
C O N T R O L O P E R A T I O N S
C O N T R O L O P E R A T I O N SC O N T R O L O P E R A T I O N S
C O N T R O L O P E R A T I O N S
[true/false] VerifyKKTConditions Check if KKT conditions are
verified in current OnlineSVR
I N P U T / O U T P U T O P E R A T I O N S
I N P U T / O U T P U T O P E R A T I O N SI N P U T / O U T P U T O P E R A T I O N S
I N P U T / O U T P U T O P E R A T I O N S
ShowSetsInformations Show OnlineSVR’s details
P L O T / V I D E O O P E R A T I O N S
P L O T / V I D E O O P E R A T I O N SP L O T / V I D E O O P E R A T I O N S
P L O T / V I D E O O P E R A T I O N S
BuildPlot Build plot of current OnlineSVR
I / O O P E R A T I O N S
I / O O P E R A T I O N SI / O O P E R A T I O N S
I / O O P E R A T I O N S
ShowInfo Show info about OnlineSVR
ShowDetails Show details about OnlineSVR
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