Last change
on this file since 455 was
455,
checked in by Markus Ringnér, 17 years ago
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Adding classes to support general views of matrices (and kernels). Will be useful for cross-validation and ensembles of classifiers
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File size:
1.1 KB
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1 | // $Id$ |
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2 | |
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3 | #ifndef _theplu_classifier_matrixview_ |
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4 | #define _theplu_classifier_matrixview_ |
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5 | |
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6 | #include <vector> |
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7 | |
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8 | namespace theplu { |
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9 | namespace classifier { |
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10 | |
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11 | /// |
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12 | /// Interface class for classifier data |
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13 | /// |
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14 | |
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15 | class MatrixView |
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16 | { |
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17 | |
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18 | public: |
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19 | |
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20 | /// |
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21 | /// Constructor taking the row index vector and column index vector |
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22 | /// as input. |
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23 | /// |
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24 | MatrixView(const std::vector<size_t>&, const std::vector<size_t>&); |
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25 | |
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26 | /// |
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27 | /// Constructor taking the row index vector or |
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28 | /// column index vector (default) |
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29 | /// |
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30 | MatrixView(const std::vector<size_t>&, bool row=false); |
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31 | |
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32 | |
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33 | /// |
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34 | /// Copy constructor. |
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35 | /// |
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36 | MatrixView(const MatrixView&); |
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37 | |
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38 | /// |
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39 | /// Destructor |
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40 | /// |
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41 | virtual ~MatrixView() {}; |
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42 | |
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43 | inline size_t columns(void) const { return column_index_.size(); } |
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44 | |
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45 | inline size_t rows(void) const { return row_index_.size(); } |
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46 | |
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47 | virtual double operator()(const size_t row, const size_t column) const=0; |
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48 | |
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49 | protected: |
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50 | std::vector<size_t> row_index_; |
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51 | std::vector<size_t> column_index_; |
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52 | |
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53 | /// |
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54 | /// Default constructor. |
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55 | /// |
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56 | MatrixView() {}; |
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57 | |
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58 | }; |
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59 | |
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60 | }} // of namespace classifier and namespace theplu |
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61 | |
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62 | #endif |
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