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LabelPropagation.cpp~
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LabelPropagation.cpp~
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# include "GraphConstruction.hpp"
# include "StringUtilities.hpp"
# include <sstream>
# include<iostream>
# include <fstream>
# include <string>
# include <cstring>
# include <vector>
# include <stdlib.h>
# include <algorithm>
# include <iterator>
# include <cstdlib>
# include <cmath>
# include <iterator>
#include <ctime>
# include <queue>
# include "sort.h"
using namespace std;
LabelPropagation::LabelPropagation()
{
}
void LabelPropagation::LoadWeightMatrix()
{
StringUtilities su;
fstream myweightfile(&filename[0]);
WeightMatrix = new double* [noExamples];
for(int i = 0; i < rows; ++i) {
WeightMatrix[i] = new double[noExamples];
}
string str;
double dummy=0.0;
int nr=0;
while(getline(myweightfile,str)){
double *p;
p= su.SplitString(str,dummy);
for ( int i = 0; i < noExamples; i++ ) {
WeightMatrix[nr][i]=*(p+i);
}
nr++;
delete p;
}
}
void LabelPropagation::TransitionMatrixCal(){
double rowSum=0.0;
for (int r=0; r<noExamples; r++){
for (int c=0; c<noExamples;c++) {
rowSum=rowSum+WeightMatrix[r][c];
}
for(int l=0;l<noExamples;l++)
TransitionMatrix[r][l]=WeightMatrix[r][l] / rowSum;
rowSum=0.0;
}
}
}
void LabelPropagation::DisplayWeightMatrix()
{
cout<< "Displaying WeightMatrix"<< endl;
for(int i=0;i<rows;i++){
for (int j=0;j<rows;j++){
cout<< WeightMatrix[i][j]<<"\t";
}
cout<< "\n";
}
}
void LabelPropagation::DisplayTransitionMatrix()
{
cout<< "Displaying TransitionMatrix"<< endl;
for(int i=0;i<rows;i++){
for (int j=0;j<rows;j++){
cout<< TransitionMatrix[i][j]<<"\t";
}
cout<< "\n";
}
}