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src
shogun
multiclass
tree
RelaxedTreeUtil.h
浏览该文件的文档.
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/*
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* This program is free software; you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation; either version 3 of the License, or
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* (at your option) any later version.
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*
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* Written (W) 2012 Chiyuan Zhang
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* Copyright (C) 2012 Chiyuan Zhang
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*/
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#ifndef RELAXEDTREEUTIL_H__
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#define RELAXEDTREEUTIL_H__
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#include <
shogun/machine/BaseMulticlassMachine.h
>
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#include <
shogun/features/DenseFeatures.h
>
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#include <
shogun/labels/MulticlassLabels.h
>
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#include <
shogun/lib/SGMatrix.h
>
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namespace
shogun
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{
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class
RelaxedTreeUtil
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{
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public
:
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SGMatrix<float64_t>
estimate_confusion_matrix
(
CBaseMulticlassMachine
*machine,
CFeatures
*X,
CMulticlassLabels
*Y, int32_t num_classes);
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void
get_confusion_matrix
(
SGMatrix<float64_t>
&conf_mat,
CMulticlassLabels
*gt,
CMulticlassLabels
*pred);
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};
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}
/* shogun */
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#endif
/* end of include guard: RELAXEDTREEUTIL_H__ */
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BaseMulticlassMachine.h
shogun::RelaxedTreeUtil::estimate_confusion_matrix
SGMatrix< float64_t > estimate_confusion_matrix(CBaseMulticlassMachine *machine, CFeatures *X, CMulticlassLabels *Y, int32_t num_classes)
Definition:
RelaxedTreeUtil.cpp:17
SGMatrix.h
shogun::CMulticlassLabels
Multiclass Labels for multi-class classification.
Definition:
MulticlassLabels.h:33
shogun::RelaxedTreeUtil::get_confusion_matrix
void get_confusion_matrix(SGMatrix< float64_t > &conf_mat, CMulticlassLabels *gt, CMulticlassLabels *pred)
Definition:
RelaxedTreeUtil.cpp:76
shogun::RelaxedTreeUtil
Definition:
RelaxedTreeUtil.h:23
shogun::SGMatrix< float64_t >
MulticlassLabels.h
shogun::CBaseMulticlassMachine
Definition:
BaseMulticlassMachine.h:23
shogun::CFeatures
The class Features is the base class of all feature objects.
Definition:
Features.h:62
DenseFeatures.h
SHOGUN
Machine Learning Toolbox - Documentation