aGrUM
3.2.0
a C++ library for (probabilistic) graphical models
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chiSquare.h
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/****************************************************************************
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* This file is part of the aGrUM/pyAgrum library. *
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* *
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* Copyright (c) 2005-2026 by *
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* - Pierre-Henri WUILLEMIN(_at_LIP6) *
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* - Christophe GONZALES(_at_AMU) *
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* *
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* The aGrUM/pyAgrum library is free software; you can redistribute it *
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* and/or modify it under the terms of either : *
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* *
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* - the GNU Lesser General Public License as published by *
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* the Free Software Foundation, either version 3 of the License, *
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* or (at your option) any later version, *
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* - the MIT license (MIT), *
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* - or both in dual license, as here. *
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* (see https://agrum.gitlab.io/articles/dual-licenses-lgplv3mit.html) *
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* This aGrUM/pyAgrum library is distributed in the hope that it will be *
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* useful, but WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, *
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* See LICENCES for more details. *
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* *
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* SPDX-FileCopyrightText: Copyright 2005-2026 *
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* - Pierre-Henri WUILLEMIN(_at_LIP6) *
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* - Christophe GONZALES(_at_AMU) *
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* SPDX-License-Identifier: LGPL-3.0-or-later OR MIT *
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* *
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* Contact : info_at_agrum_dot_org *
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* homepage : http://agrum.gitlab.io *
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* gitlab : https://gitlab.com/agrumery/agrum *
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* *
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****************************************************************************/
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#ifndef GUM_CHI_SQUARE_H
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#define GUM_CHI_SQUARE_H
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#include <
agrum/base/core/hashTable.h
>
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#include <
agrum/base/core/math/math_utils.h
>
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namespace
gum
{
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class
ChiSquare
{
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public
:
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static
double
probaChi2
(
double
x,
Size
df);
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private
:
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static
constexpr
double
_Z_MAX_
= 6.0;
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static
constexpr
double
_CHI_EPSILON_
= 0.000001;
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static
constexpr
double
_CHI_MAX_
= 99999.0;
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static
constexpr
double
_LOG_SQRT_PI_
= 0.5723649429247000870717135;
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static
constexpr
double
_I_SQRT_PI_
= 0.5641895835477562869480795;
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static
constexpr
double
_BIGX_
= 20.0;
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static
double
_exp_
(
double
x);
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static
double
_probaZValue_
(
double
z);
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};
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}
/* namespace gum */
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#ifndef GUM_NO_INLINE
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# include <
agrum/FMDP/learning/core/chiSquare_inl.h
>
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#endif
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#endif
// GUM_CHI_SQUARE_H
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// static HashTable<std::pair<double, unsigned long>, double> _chi2Cache_;
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// static HashTable<double, double> _ZCache_;
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// static Idx nbZ;
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// static Idx nbChi;
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// static Idx nbZt;
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// static Idx nbChit;
chiSquare_inl.h
gum::ChiSquare
<agrum/FMDP/learning/core/testPolicy/chiSquare.h>
Definition
chiSquare.h:68
gum::ChiSquare::_CHI_MAX_
static constexpr double _CHI_MAX_
maximum chi square value
Definition
chiSquare.h:83
gum::ChiSquare::probaChi2
static double probaChi2(double x, Size df)
computes the probability of chi2 value (used by the cache)
Definition
chiSquare.cpp:137
gum::ChiSquare::_probaZValue_
static double _probaZValue_(double z)
computes the probability of normal z value (used by the cache)
Definition
chiSquare.cpp:68
gum::ChiSquare::_CHI_EPSILON_
static constexpr double _CHI_EPSILON_
accuracy of critchi approximation
Definition
chiSquare.h:80
gum::ChiSquare::_exp_
static double _exp_(double x)
Required constant to compute the cdf.
Definition
chiSquare_inl.h:48
gum::ChiSquare::_I_SQRT_PI_
static constexpr double _I_SQRT_PI_
1 / sqrt (pi)
Definition
chiSquare.h:89
gum::ChiSquare::_Z_MAX_
static constexpr double _Z_MAX_
Required constant to compute the cdf.
Definition
chiSquare.h:77
gum::ChiSquare::_LOG_SQRT_PI_
static constexpr double _LOG_SQRT_PI_
log (sqrt (pi))
Definition
chiSquare.h:86
gum::ChiSquare::_BIGX_
static constexpr double _BIGX_
max value to represent exp (x)
Definition
chiSquare.h:92
gum::Size
std::size_t Size
In aGrUM, hashed values are unsigned long int.
Definition
types.h:74
hashTable.h
Class hash tables iterators.
math_utils.h
Useful macros for maths.
gum
gum is the global namespace for all aGrUM entities
Definition
agrum.h:46
aGrUM
3.2.0
© PHW&CG&others - 2022
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