void readData()
{
//percorrendo
list<double>::iterator it;
for(int i = 0; i < mySeries.size(); i++)
{
cout <<"serie " << i<<endl;
for(it = mySeries[i].begin(); it != mySeries[i].end(); it++)
{
cout << *it << " ";
}
cout << endl;
}
for(int i = 0; i < templateSeries.size(); i++)
{
cout <<"serie " << i<<endl;
for(it = templateSeries[i].begin(); it != templateSeries[i].end(); it++)
{
cout << *it << " ";
}
cout << endl;
}
}
void DTW()
{
int myBestClass;
double myMinDbl, myDbl;
int totalHits, correctClass;
list<double>::iterator it;
totalHits = 0;
//uncoment do get graph data
//cout << " Error at: \n Serie number | Class Estimated | Correct Class " << endl;
//series a serem testadas
for(int k = 0; k < mySeries.size()-1; k++)
{
myMinDbl = INFINITY;
//series templates
for(int i = 0; i < templateSeries.size() -1; i++)
{
myDbl = calcDTW(k, i);
if(myDbl < myMinDbl)
{
it = templateSeries[i].begin();
myBestClass = *it;
myMinDbl = myDbl;
}
}
it = mySeries[k].begin();
correctClass = *it;
if(myBestClass == correctClass)totalHits++;
// else cout << k << " " << myBestClass << " " << correctClass << endl;
}
cout <<"Total de Séries: "<< mySeries.size() -1 <<"\nacertos: " << totalHits <<" -> "
<< std::setprecision(5)<< (totalHits * 100.0)/(mySeries.size() -1) << "%" <<endl;
}
