ITK  6.0.0
Insight Toolkit
itkMaximumRatioDecisionRule.h
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1/*=========================================================================
2 *
3 * Copyright NumFOCUS
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
8 *
9 * https://www.apache.org/licenses/LICENSE-2.0.txt
10 *
11 * Unless required by applicable law or agreed to in writing, software
12 * distributed under the License is distributed on an "AS IS" BASIS,
13 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 * See the License for the specific language governing permissions and
15 * limitations under the License.
16 *
17 *=========================================================================*/
18#ifndef itkMaximumRatioDecisionRule_h
19#define itkMaximumRatioDecisionRule_h
20
21#include <vector>
22#include "vnl/vnl_matrix.h"
23
24#include "itkNumericTraits.h"
25#include "itkDecisionRule.h"
26#include "ITKStatisticsExport.h"
27
28namespace itk
29{
30namespace Statistics
31{
59class ITKStatistics_EXPORT MaximumRatioDecisionRule : public DecisionRule
60{
61public:
62 ITK_DISALLOW_COPY_AND_MOVE(MaximumRatioDecisionRule);
63
68
70 itkOverrideGetNameOfClassMacro(MaximumRatioDecisionRule);
71
73 itkNewMacro(Self);
74
77 using MembershipVectorType = Superclass::MembershipVectorType;
78
80 using ClassIdentifierType = Superclass::ClassIdentifierType;
81
84 using PriorProbabilityVectorType = std::vector<PriorProbabilityValueType>;
85 using PriorProbabilityVectorSizeType = PriorProbabilityVectorType::size_type;
86
95 Evaluate(const MembershipVectorType & discriminantScores) const override;
96
101 void
103
105 itkGetConstReferenceMacro(PriorProbabilities, PriorProbabilityVectorType);
106
107protected:
109 ~MaximumRatioDecisionRule() override = default;
110 void
111 PrintSelf(std::ostream & os, Indent indent) const override;
112
113private:
114 PriorProbabilityVectorType m_PriorProbabilities{};
115
116}; // end of class
117} // namespace Statistics
118} // namespace itk
119#endif
Control indentation during Print() invocation.
Definition: itkIndent.h:50
Light weight base class for most itk classes.
Base class for decision rules that return a class label based on a set of discriminant scores.
MembershipVectorType::size_type ClassIdentifierType
std::vector< MembershipValueType > MembershipVectorType
A decision rule that operates as a frequentest's approximation to Bayes rule.
PriorProbabilityVectorType::size_type PriorProbabilityVectorSizeType
ClassIdentifierType Evaluate(const MembershipVectorType &discriminantScores) const override
Superclass::MembershipValueType MembershipValueType
std::vector< PriorProbabilityValueType > PriorProbabilityVectorType
void PrintSelf(std::ostream &os, Indent indent) const override
void SetPriorProbabilities(const PriorProbabilityVectorType &p)
The "itk" namespace contains all Insight Segmentation and Registration Toolkit (ITK) classes....