MATLAB File Help: prtKernelDc |
prtKernelDc DC kernel object kernelObj = prtKernelDc create a prtKernelDc object that implements a constant function. Kernel objects are widely used in several prt classifiers, such as prtClassRvm and prtClassSvm. DC kernels are important in both RVM and SVM classifiers, and are usually included to account for any DC offset in the target labels. DC kernels implement the following function for 1 x N vectors x1 and x2: k(x1,x2) = 1;
Superclasses | prtKernel |
Sealed | false |
Construct on load | false |
prtKernelDc | DC kernel object |
dataSet | The training prtDataSet, only stored if verboseStorage is true. |
dataSetSummary | Structure that summarizes prtDataSet. |
isCrossValidateValid | False |
isSupervised | |
isTrained | Indicates if prtAction object has been trained. |
name | DC Kernel |
nameAbbreviation | DCKern |
showProgressBar | |
userData | User specified data |
verboseStorage | Specifies whether or not to store the training prtDataset. |
and | Combine 2 prtKernels into a prtKernelSet | |
get | get the object properties | |
optimize | Optimize action parameter by exhaustive function maximization. | |
run | Run a prtAction object on a prtDataSet object. | |
set | set the object properties | |
train | Train a prtAction object using training a prtDataSet object. |