void CosineTreeBuilder::SplitData(std::vector<double> c, arma::mat& ALeft,
arma::mat& ARight,arma::mat A)
{
Log::Info<<"SplitData"<<std::endl;
double cMax,cMin;
//Calculating the lower and the Upper Limit
cMin = GetMaxSimilarity(c);
cMax = GetMinSimilarity(c);
//Couter for left and right
size_t lft, rgt;
lft = 0;
rgt = 0;
//Splitting on the basis of nearness to the the high or low value
for(size_t i=0;i<A.n_rows;i++)
{
if ((cMax - c[i])<=(c[i] - cMin))
{
ALeft.insert_rows(lft,A.row(i));
lft ++;
}
else
{
ARight.insert_rows(rgt,A.row(i));
rgt ++;
}
}
}
void saveHistory() {
trajectories.insert_rows(trajectories.n_rows, abundance.t());
}