Point Cloud Library (PCL)
1.8.1
ml
include
pcl
ml
dt
decision_tree_data_provider.h
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/*
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* Software License Agreement (BSD License)
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*
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* Point Cloud Library (PCL) - www.pointclouds.org
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* Copyright (c) 2010-2011, Willow Garage, Inc.
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*
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* All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions
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* are met:
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*
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* * Redistributions of source code must retain the above copyright
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* notice, this list of conditions and the following disclaimer.
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* * Redistributions in binary form must reproduce the above
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* copyright notice, this list of conditions and the following
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* disclaimer in the documentation and/or other materials provided
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* with the distribution.
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* * Neither the name of Willow Garage, Inc. nor the names of its
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* contributors may be used to endorse or promote products derived
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* from this software without specific prior written permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
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* POSSIBILITY OF SUCH DAMAGE.
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*
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*/
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#ifndef DECISION_TREE_DATA_PROVIDER_H_
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#define DECISION_TREE_DATA_PROVIDER_H_
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#include <
pcl/common/common.h
>
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namespace
pcl
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{
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template
<
class
FeatureType,
class
DataSet,
class
LabelType,
class
ExampleIndex,
class
NodeType>
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class
PCL_EXPORTS
DecisionTreeTrainerDataProvider
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{
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/** \brief The training data set. */
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DataSet data_set_;
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/** \brief The label data. */
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std::vector<LabelType> label_data_;
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public
:
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/** \brief Constructor. */
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DecisionTreeTrainerDataProvider
()
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{
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}
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/** \brief Destructor. */
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~DecisionTreeTrainerDataProvider
()
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{
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}
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/** \brief Virtual function called to obtain training examples and labels before training a specific tree */
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virtual
void
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getDatasetAndLabels(DataSet & data_set, std::vector<LabelType> & label_data, std::vector<ExampleIndex> & examples) = 0;
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};
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}
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#endif
/* DECISION_TREE_DATA_PROVIDER_H_ */
pcl::DecisionTreeTrainerDataProvider::DecisionTreeTrainerDataProvider
DecisionTreeTrainerDataProvider()
Constructor.
Definition:
decision_tree_data_provider.h:57
pcl::DecisionTreeTrainerDataProvider
Definition:
decision_tree_data_provider.h:46
pcl
Definition:
convolution.h:45
common.h
Define standard C methods and C++ classes that are common to all methods.
pcl::DecisionTreeTrainerDataProvider::~DecisionTreeTrainerDataProvider
~DecisionTreeTrainerDataProvider()
Destructor.
Definition:
decision_tree_data_provider.h:63