1 | #ifndef theplu_yat_statistics_pearson_vector_distance_h |
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2 | #define theplu_yat_statistics_pearson_vector_distance_h |
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3 | |
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4 | // $Id: pearson_vector_distance.h 999 2007-12-23 20:03:12Z jari $ |
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5 | |
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6 | /* |
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7 | Copyright (C) 2007 Peter Johansson, Markus Ringnér |
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8 | |
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9 | This file is part of the yat library, http://trac.thep.lu.se/yat |
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10 | |
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11 | The yat library is free software; you can redistribute it and/or |
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12 | modify it under the terms of the GNU General Public License as |
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13 | published by the Free Software Foundation; either version 2 of the |
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14 | License, or (at your option) any later version. |
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15 | |
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16 | The yat library is distributed in the hope that it will be useful, |
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17 | but WITHOUT ANY WARRANTY; without even the implied warranty of |
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18 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU |
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19 | General Public License for more details. |
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20 | |
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21 | You should have received a copy of the GNU General Public License |
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22 | along with this program; if not, write to the Free Software |
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23 | Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA |
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24 | 02111-1307, USA. |
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25 | */ |
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26 | |
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27 | #include "vector_distance.h" |
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28 | |
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29 | #include "AveragerPair.h" |
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30 | #include "AveragerPairWeighted.h" |
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31 | #include "yat/utility/iterator_traits.h" |
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32 | |
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33 | namespace theplu { |
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34 | namespace yat { |
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35 | |
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36 | namespace statistics { |
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37 | |
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38 | /// |
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39 | /// Provides a "label" for |
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40 | /// the Pearson distance measure. |
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41 | /// |
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42 | struct pearson_vector_distance_tag |
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43 | : public vector_distance_tag |
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44 | { |
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45 | /// \brief tag for pearson distance |
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46 | typedef pearson_vector_distance_tag distance; |
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47 | }; |
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48 | |
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49 | |
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50 | /// |
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51 | /// implementation for distances between vectors |
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52 | /// (containers with random access iterators) using a Pearson |
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53 | /// distance measure and iterators to unweighted containers. |
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54 | /// |
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55 | template <class Iter> |
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56 | double vector_distance(Iter beg1,Iter end1, Iter beg2, |
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57 | const pearson_vector_distance_tag& disttype, |
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58 | utility::unweighted_type) |
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59 | { |
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60 | AveragerPair ap; |
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61 | add(ap,beg1,end1,beg2); |
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62 | return 1-ap.correlation(); |
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63 | } |
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64 | |
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65 | /// |
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66 | /// implementation for distances between vectors |
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67 | /// (containers with random access iterators) using a Pearson |
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68 | /// distance measure and iterators to unweighted containers. |
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69 | /// |
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70 | template <class Iter> |
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71 | double vector_distance(Iter beg1,Iter end1, Iter beg2, |
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72 | const pearson_vector_distance_tag& disttype, |
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73 | utility::weighted_type) |
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74 | { |
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75 | AveragerPairWeighted ap; |
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76 | add(ap,beg1,end1,beg2); |
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77 | return 1-ap.correlation(); |
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78 | } |
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79 | |
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80 | |
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81 | }}} // of namespace statistics, yat, and theplu |
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82 | |
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83 | #endif |
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