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yat
statistics
AUC.h
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#ifndef _theplu_yat_statistics_auc_
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#define _theplu_yat_statistics_auc_
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// $Id: AUC.h 2992 2013-03-03 05:03:44Z peter $
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/*
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Copyright (C) 2004 Peter Johansson
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Copyright (C) 2005, 2006, 2007, 2008 Jari Häkkinen, Peter Johansson
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Copyright (C) 2011 Peter Johansson
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This file is part of the yat library, http://dev.thep.lu.se/yat
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The yat library is free software; you can redistribute it and/or
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modify it under the terms of the GNU General Public License as
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published by the Free Software Foundation; either version 3 of the
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License, or (at your option) any later version.
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The yat library is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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General Public License for more details.
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You should have received a copy of the GNU General Public License
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along with yat. If not, see <http://www.gnu.org/licenses/>.
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*/
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#include "Score.h"
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#include "
yat/utility/stl_utility.h
"
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#include <utility>
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#include <map>
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namespace
theplu {
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namespace
yat {
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namespace
classifier {
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class
Target;
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}
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namespace
utility {
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class
VectorBase;
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}
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namespace
statistics {
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class
AUC
:
public
Score
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{
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public
:
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AUC
(
bool
absolute
=
true
);
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double
score
(
const
classifier::Target
& target,
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const
utility::VectorBase
& value)
const
;
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double
score
(
const
classifier::Target
& target,
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const
classifier::DataLookupWeighted1D
& value)
const
;
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double
score
(
const
classifier::Target
& target,
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const
utility::VectorBase
& value,
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const
utility::VectorBase
& weight)
const
;
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private
:
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friend
class
ROC
;
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typedef
std::multimap<double, std::pair<bool, double> > MultiMap;
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double
score
(
const
MultiMap&)
const
;
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};
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}}}
// of namespace statistics, yat, and theplu
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#endif
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