yat  0.21pre
kNNI.h
1 #ifndef _theplu_yat_utility_knni_
2 #define _theplu_yat_utility_knni_
3 
4 // $Id: kNNI.h 4207 2022-08-26 04:36:28Z peter $
5 
6 /*
7  Copyright (C) 2004 Jari Häkkinen
8  Copyright (C) 2005 Jari Häkkinen, Peter Johansson
9  Copyright (C) 2006 Jari Häkkinen
10  Copyright (C) 2007, 2008 Jari Häkkinen, Peter Johansson
11  Copyright (C) 2009 Jari Häkkinen
12  Copyright (C) 2022 Peter Johansson
13 
14  This file is part of the yat library, http://dev.thep.lu.se/yat
15 
16  The yat library is free software; you can redistribute it and/or
17  modify it under the terms of the GNU General Public License as
18  published by the Free Software Foundation; either version 3 of the
19  License, or (at your option) any later version.
20 
21  The yat library is distributed in the hope that it will be useful,
22  but WITHOUT ANY WARRANTY; without even the implied warranty of
23  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
24  General Public License for more details.
25 
26  You should have received a copy of the GNU General Public License
27  along with yat. If not, see <http://www.gnu.org/licenses/>.
28 */
29 
30 #include "NNI.h"
31 
32 #include <vector>
33 
34 namespace theplu {
35 namespace yat {
36 namespace utility {
37 
50  class kNNI : public NNI
51  {
52  public:
56  kNNI(const MatrixBase& matrix, const MatrixBase& weight,
57  const unsigned int neighbours);
58 
75  unsigned int estimate(void);
76 
77  private:
78  std::vector<size_t> mv_rows_; // index to rows that have values to estimate
79  };
80 
81 }}} // of namespace utility, yat, and theplu
82 
83 #endif
Definition: MatrixBase.h:54
The Department of Theoretical Physics namespace as we define it.
kNNI(const MatrixBase &matrix, const MatrixBase &weight, const unsigned int neighbours)
kNNimpute
Definition: kNNI.h:50
unsigned int estimate(void)
Function doing kNNI imputation.
Interface class for nearest neighbour imputation (NNI) algorithms.
Definition: NNI.h:80

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