50 : fSize(inputVectors->size()),
51 fKernelFunction(kernelFunction),
58 Log() <<
kFATAL <<
"Input data too large. Not enough memory to allocate memory for Support Vector Kernel Matrix. Please reduce the number of input events or use a different method."<<
Endl;
62 for (
UInt_t j = 0; j <=i; j++) {
73 for (
UInt_t i = fSize -1; i > 0; i--) {
74 delete[] fSVKernelMatrix[i];
75 fSVKernelMatrix[i] = 0;
77 delete[] fSVKernelMatrix;
93 fLine[i] = fSVKernelMatrix[line][i];
94 for(
UInt_t i = line; i < fSize; i++)
95 fLine[i] = fSVKernelMatrix[i][line];
105 if (i > j)
return fSVKernelMatrix[i][j];
106 else return fSVKernelMatrix[j][i];
MsgLogger & Endl(MsgLogger &ml)
Float_t * GetLine(UInt_t)
returns a row of the kernel matrix
SVKernelFunction * fKernelFunction
Float_t ** fSVKernelMatrix
MsgLogger & Log() const
message logger
Float_t GetElement(UInt_t i, UInt_t j)
returns an element of the kernel matrix
~SVKernelMatrix()
destructor
SVKernelMatrix()
constructor
Float_t Evaluate(SVEvent *ev1, SVEvent *ev2)