diff options
Diffstat (limited to 'libs/qm-dsp/maths/CosineDistance.cpp')
-rw-r--r-- | libs/qm-dsp/maths/CosineDistance.cpp | 47 |
1 files changed, 47 insertions, 0 deletions
diff --git a/libs/qm-dsp/maths/CosineDistance.cpp b/libs/qm-dsp/maths/CosineDistance.cpp new file mode 100644 index 0000000000..13ab9ce0e8 --- /dev/null +++ b/libs/qm-dsp/maths/CosineDistance.cpp @@ -0,0 +1,47 @@ +/* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */ + +/* + QM DSP Library + + Centre for Digital Music, Queen Mary, University of London. + This file copyright 2008 Kurt Jacobson. + + This program is free software; you can redistribute it and/or + modify it under the terms of the GNU General Public License as + published by the Free Software Foundation; either version 2 of the + License, or (at your option) any later version. See the file + COPYING included with this distribution for more information. +*/ + +#include "CosineDistance.h" + +#include <iostream> +#include <limits> + +using std::cerr; + +double CosineDistance::distance(const vector<double> &v1, + const vector<double> &v2) +{ + dist = 1.0; dDenTot = 0; dDen1 = 0; dDen2 = 0; dSum1 =0; + double small = 1e-20; + + //check if v1, v2 same size + if (v1.size() != v2.size()) + { + cerr << "CosineDistance::distance: ERROR: vectors not the same size\n"; + return 1.0; + } + else + { + for(int i=0; i<v1.size(); i++) + { + dSum1 += v1[i]*v2[i]; + dDen1 += v1[i]*v1[i]; + dDen2 += v2[i]*v2[i]; + } + dDenTot = sqrt(fabs(dDen1*dDen2)) + small; + dist = 1-((dSum1)/dDenTot); + return dist; + } +} |