Machine Learning Library
CProjection.h
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1 /*
2  COPYRIGHT (C) 2003 APPLIED NEUROINFORMATIC GROUP - UNIVERSITY OF BIELEFELD.
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6  REDISTRIBUTION AND USE IN SOURCE AND BINARY FORM, WITH OR WITHOUT
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23 
24 
25 
26 #ifndef CPROJECTION_H
27 #define CPROJECTION_H
28 
29 
30 #include "CDataset.h"
31 #include "CDenseVector.h"
32 #include "CObject.h"
33 
37 template<class Type>
38 class CProjection : public CObject<Type>
39 {
40 protected:
43 public:
45 
46  virtual ~CProjection(){};
47 
48  virtual void adapt(const CDataset<Type>& tDataset, int iNumDirections)=0;
49  virtual CDataset<Type> project(CDataset<Type>& rtDs, int iNumDirections=0)=0;
50  virtual CDenseVector<Type> project(const CDenseVector<Type>& rtVector, int iNumDirections=0)=0;
51  virtual string className() const{ return string("CProjection");};
52 
57  int directions() { return iNumDirections;};
58 
59 
60 };
61 
62 #endif
int directions()
Definition: CProjection.h:57
Base class for projection algorithms like PCA, ICA, KPCA, etc.
Definition: CProjection.h:38
int iNumDirections
Definition: CProjection.h:41
Template object for vectors of single and double precision and integer.
Definition: CDenseVector.h:37
virtual CDataset< Type > project(CDataset< Type > &rtDs, int iNumDirections=0)=0
Base class for all object.
Definition: CObject.h:51
Manages pairs of input and output vectors.
Definition: CDataset.h:110
CProjection()
Definition: CProjection.h:44
virtual string className() const
Returns the class name.
Definition: CProjection.h:51
virtual ~CProjection()
Definition: CProjection.h:46
virtual void adapt(const CDataset< Type > &tDataset, int iNumDirections)=0