ECOCPAK v0.9
fn_uci_glass.hpp
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00001 // Copyright (C) 2011 the authors listed below
00002 // http://ecocpak.sourceforge.net
00003 // 
00004 // Authors:
00005 // - Dimitrios Bouzas (bouzas at ieee dot org)
00006 // - Nikolaos Arvanitopoulos (niarvani at ieee dot org)
00007 // - Anastasios Tefas (tefas at aiia dot csd dot auth dot gr)
00008 // 
00009 // This file is part of the ECOC PAK C++ library. It is 
00010 // provided without any warranty of fitness for any purpose.
00011 //
00012 // You can redistribute this file and/or modify it under 
00013 // the terms of the GNU Lesser General Public License (LGPL) 
00014 // as published by the Free Software Foundation, either 
00015 // version 3 of the License or (at your option) any later 
00016 // version.
00017 // (see http://www.opensource.org/licenses for more info)
00018 
00019 
00022 
00037 void
00038 uci_glass
00039   (
00040   mat& samples, 
00041   ucolvec& labels
00042   )
00043   {
00044   // UCI glass samples
00045   samples = \
00046     " \
00047     1.52101 13.64 4.49 1.10 71.78 0.06  8.75 0.00 0.00; \
00048     1.51761 13.89 3.60 1.36 72.73 0.48  7.83 0.00 0.00; \
00049     1.51618 13.53 3.55 1.54 72.99 0.39  7.78 0.00 0.00; \
00050     1.51766 13.21 3.69 1.29 72.61 0.57  8.22 0.00 0.00; \
00051     1.51742 13.27 3.62 1.24 73.08 0.55  8.07 0.00 0.00; \
00052     1.51596 12.79 3.61 1.62 72.97 0.64  8.07 0.00 0.26; \
00053     1.51743 13.30 3.60 1.14 73.09 0.58  8.17 0.00 0.00; \
00054     1.51756 13.15 3.61 1.05 73.24 0.57  8.24 0.00 0.00; \
00055     1.51918 14.04 3.58 1.37 72.08 0.56  8.30 0.00 0.00; \
00056     1.51755 13.00 3.60 1.36 72.99 0.57  8.40 0.00 0.11; \
00057     1.51571 12.72 3.46 1.56 73.20 0.67  8.09 0.00 0.24; \
00058     1.51763 12.80 3.66 1.27 73.01 0.60  8.56 0.00 0.00; \
00059     1.51589 12.88 3.43 1.40 73.28 0.69  8.05 0.00 0.24; \
00060     1.51748 12.86 3.56 1.27 73.21 0.54  8.38 0.00 0.17; \
00061     1.51763 12.61 3.59 1.31 73.29 0.58  8.50 0.00 0.00; \
00062     1.51761 12.81 3.54 1.23 73.24 0.58  8.39 0.00 0.00; \
00063     1.51784 12.68 3.67 1.16 73.11 0.61  8.70 0.00 0.00; \
00064     1.52196 14.36 3.85 0.89 71.36 0.15  9.15 0.00 0.00; \
00065     1.51911 13.90 3.73 1.18 72.12 0.06  8.89 0.00 0.00; \
00066     1.51735 13.02 3.54 1.69 72.73 0.54  8.44 0.00 0.07; \
00067     1.51750 12.82 3.55 1.49 72.75 0.54  8.52 0.00 0.19; \
00068     1.51966 14.77 3.75 0.29 72.02 0.03  9.00 0.00 0.00; \
00069     1.51736 12.78 3.62 1.29 72.79 0.59  8.70 0.00 0.00; \
00070     1.51751 12.81 3.57 1.35 73.02 0.62  8.59 0.00 0.00; \
00071     1.51720 13.38 3.50 1.15 72.85 0.50  8.43 0.00 0.00; \
00072     1.51764 12.98 3.54 1.21 73.00 0.65  8.53 0.00 0.00; \
00073     1.51793 13.21 3.48 1.41 72.64 0.59  8.43 0.00 0.00; \
00074     1.51721 12.87 3.48 1.33 73.04 0.56  8.43 0.00 0.00; \
00075     1.51768 12.56 3.52 1.43 73.15 0.57  8.54 0.00 0.00; \
00076     1.51784 13.08 3.49 1.28 72.86 0.60  8.49 0.00 0.00; \
00077     1.51768 12.65 3.56 1.30 73.08 0.61  8.69 0.00 0.14; \
00078     1.51747 12.84 3.50 1.14 73.27 0.56  8.55 0.00 0.00; \
00079     1.51775 12.85 3.48 1.23 72.97 0.61  8.56 0.09 0.22; \
00080     1.51753 12.57 3.47 1.38 73.39 0.60  8.55 0.00 0.06; \
00081     1.51783 12.69 3.54 1.34 72.95 0.57  8.75 0.00 0.00; \
00082     1.51567 13.29 3.45 1.21 72.74 0.56  8.57 0.00 0.00; \
00083     1.51909 13.89 3.53 1.32 71.81 0.51  8.78 0.11 0.00; \
00084     1.51797 12.74 3.48 1.35 72.96 0.64  8.68 0.00 0.00; \
00085     1.52213 14.21 3.82 0.47 71.77 0.11  9.57 0.00 0.00; \
00086     1.52213 14.21 3.82 0.47 71.77 0.11  9.57 0.00 0.00; \
00087     1.51793 12.79 3.50 1.12 73.03 0.64  8.77 0.00 0.00; \
00088     1.51755 12.71 3.42 1.20 73.20 0.59  8.64 0.00 0.00; \
00089     1.51779 13.21 3.39 1.33 72.76 0.59  8.59 0.00 0.00; \
00090     1.52210 13.73 3.84 0.72 71.76 0.17  9.74 0.00 0.00; \
00091     1.51786 12.73 3.43 1.19 72.95 0.62  8.76 0.00 0.30; \
00092     1.51900 13.49 3.48 1.35 71.95 0.55  9.00 0.00 0.00; \
00093     1.51869 13.19 3.37 1.18 72.72 0.57  8.83 0.00 0.16; \
00094     1.52667 13.99 3.70 0.71 71.57 0.02  9.82 0.00 0.10; \
00095     1.52223 13.21 3.77 0.79 71.99 0.13 10.02 0.00 0.00; \
00096     1.51898 13.58 3.35 1.23 72.08 0.59  8.91 0.00 0.00; \
00097     1.52320 13.72 3.72 0.51 71.75 0.09 10.06 0.00 0.16; \
00098     1.51926 13.20 3.33 1.28 72.36 0.60  9.14 0.00 0.11; \
00099     1.51808 13.43 2.87 1.19 72.84 0.55  9.03 0.00 0.00; \
00100     1.51837 13.14 2.84 1.28 72.85 0.55  9.07 0.00 0.00; \
00101     1.51778 13.21 2.81 1.29 72.98 0.51  9.02 0.00 0.09; \
00102     1.51769 12.45 2.71 1.29 73.70 0.56  9.06 0.00 0.24; \
00103     1.51215 12.99 3.47 1.12 72.98 0.62  8.35 0.00 0.31; \
00104     1.51824 12.87 3.48 1.29 72.95 0.60  8.43 0.00 0.00; \
00105     1.51754 13.48 3.74 1.17 72.99 0.59  8.03 0.00 0.00; \
00106     1.51754 13.39 3.66 1.19 72.79 0.57  8.27 0.00 0.11; \
00107     1.51905 13.60 3.62 1.11 72.64 0.14  8.76 0.00 0.00; \
00108     1.51977 13.81 3.58 1.32 71.72 0.12  8.67 0.69 0.00; \
00109     1.52172 13.51 3.86 0.88 71.79 0.23  9.54 0.00 0.11; \
00110     1.52227 14.17 3.81 0.78 71.35 0.00  9.69 0.00 0.00; \
00111     1.52172 13.48 3.74 0.90 72.01 0.18  9.61 0.00 0.07; \
00112     1.52099 13.69 3.59 1.12 71.96 0.09  9.40 0.00 0.00; \
00113     1.52152 13.05 3.65 0.87 72.22 0.19  9.85 0.00 0.17; \
00114     1.52152 13.05 3.65 0.87 72.32 0.19  9.85 0.00 0.17; \
00115     1.52152 13.12 3.58 0.90 72.20 0.23  9.82 0.00 0.16; \
00116     1.52300 13.31 3.58 0.82 71.99 0.12 10.17 0.00 0.03; \
00117     1.51574 14.86 3.67 1.74 71.87 0.16  7.36 0.00 0.12; \
00118     1.51848 13.64 3.87 1.27 71.96 0.54  8.32 0.00 0.32; \
00119     1.51593 13.09 3.59 1.52 73.10 0.67  7.83 0.00 0.00; \
00120     1.51631 13.34 3.57 1.57 72.87 0.61  7.89 0.00 0.00; \
00121     1.51596 13.02 3.56 1.54 73.11 0.72  7.90 0.00 0.00; \
00122     1.51590 13.02 3.58 1.51 73.12 0.69  7.96 0.00 0.00; \
00123     1.51645 13.44 3.61 1.54 72.39 0.66  8.03 0.00 0.00; \
00124     1.51627 13.00 3.58 1.54 72.83 0.61  8.04 0.00 0.00; \
00125     1.51613 13.92 3.52 1.25 72.88 0.37  7.94 0.00 0.14; \
00126     1.51590 12.82 3.52 1.90 72.86 0.69  7.97 0.00 0.00; \
00127     1.51592 12.86 3.52 2.12 72.66 0.69  7.97 0.00 0.00; \
00128     1.51593 13.25 3.45 1.43 73.17 0.61  7.86 0.00 0.00; \
00129     1.51646 13.41 3.55 1.25 72.81 0.68  8.10 0.00 0.00; \
00130     1.51594 13.09 3.52 1.55 72.87 0.68  8.05 0.00 0.09; \
00131     1.51409 14.25 3.09 2.08 72.28 1.10  7.08 0.00 0.00; \
00132     1.51625 13.36 3.58 1.49 72.72 0.45  8.21 0.00 0.00; \
00133     1.51569 13.24 3.49 1.47 73.25 0.38  8.03 0.00 0.00; \
00134     1.51645 13.40 3.49 1.52 72.65 0.67  8.08 0.00 0.10; \
00135     1.51618 13.01 3.50 1.48 72.89 0.60  8.12 0.00 0.00; \
00136     1.51640 12.55 3.48 1.87 73.23 0.63  8.08 0.00 0.09; \
00137     1.51841 12.93 3.74 1.11 72.28 0.64  8.96 0.00 0.22; \
00138     1.51605 12.90 3.44 1.45 73.06 0.44  8.27 0.00 0.00; \
00139     1.51588 13.12 3.41 1.58 73.26 0.07  8.39 0.00 0.19; \
00140     1.51590 13.24 3.34 1.47 73.10 0.39  8.22 0.00 0.00; \
00141     1.51629 12.71 3.33 1.49 73.28 0.67  8.24 0.00 0.00; \
00142     1.51860 13.36 3.43 1.43 72.26 0.51  8.60 0.00 0.00; \
00143     1.51841 13.02 3.62 1.06 72.34 0.64  9.13 0.00 0.15; \
00144     1.51743 12.20 3.25 1.16 73.55 0.62  8.90 0.00 0.24; \
00145     1.51689 12.67 2.88 1.71 73.21 0.73  8.54 0.00 0.00; \
00146     1.51811 12.96 2.96 1.43 72.92 0.60  8.79 0.14 0.00; \
00147     1.51655 12.75 2.85 1.44 73.27 0.57  8.79 0.11 0.22; \
00148     1.51730 12.35 2.72 1.63 72.87 0.70  9.23 0.00 0.00; \
00149     1.51820 12.62 2.76 0.83 73.81 0.35  9.42 0.00 0.20; \
00150     1.52725 13.80 3.15 0.66 70.57 0.08 11.64 0.00 0.00; \
00151     1.52410 13.83 2.90 1.17 71.15 0.08 10.79 0.00 0.00; \
00152     1.52475 11.45 0.00 1.88 72.19 0.81 13.24 0.00 0.34; \
00153     1.53125 10.73 0.00 2.10 69.81 0.58 13.30 3.15 0.28; \
00154     1.53393 12.30 0.00 1.00 70.16 0.12 16.19 0.00 0.24; \
00155     1.52222 14.43 0.00 1.00 72.67 0.10 11.52 0.00 0.08; \
00156     1.51818 13.72 0.00 0.56 74.45 0.00 10.99 0.00 0.00; \
00157     1.52664 11.23 0.00 0.77 73.21 0.00 14.68 0.00 0.00; \
00158     1.52739 11.02 0.00 0.75 73.08 0.00 14.96 0.00 0.00; \
00159     1.52777 12.64 0.00 0.67 72.02 0.06 14.40 0.00 0.00; \
00160     1.51892 13.46 3.83 1.26 72.55 0.57  8.21 0.00 0.14; \
00161     1.51847 13.10 3.97 1.19 72.44 0.60  8.43 0.00 0.00; \
00162     1.51846 13.41 3.89 1.33 72.38 0.51  8.28 0.00 0.00; \
00163     1.51829 13.24 3.90 1.41 72.33 0.55  8.31 0.00 0.10; \
00164     1.51708 13.72 3.68 1.81 72.06 0.64  7.88 0.00 0.00; \
00165     1.51673 13.30 3.64 1.53 72.53 0.65  8.03 0.00 0.29; \
00166     1.51652 13.56 3.57 1.47 72.45 0.64  7.96 0.00 0.00; \
00167     1.51844 13.25 3.76 1.32 72.40 0.58  8.42 0.00 0.00; \
00168     1.51663 12.93 3.54 1.62 72.96 0.64  8.03 0.00 0.21; \
00169     1.51687 13.23 3.54 1.48 72.84 0.56  8.10 0.00 0.00; \
00170     1.51707 13.48 3.48 1.71 72.52 0.62  7.99 0.00 0.00; \
00171     1.52177 13.20 3.68 1.15 72.75 0.54  8.52 0.00 0.00; \
00172     1.51872 12.93 3.66 1.56 72.51 0.58  8.55 0.00 0.12; \
00173     1.51667 12.94 3.61 1.26 72.75 0.56  8.60 0.00 0.00; \
00174     1.52081 13.78 2.28 1.43 71.99 0.49  9.85 0.00 0.17; \
00175     1.52068 13.55 2.09 1.67 72.18 0.53  9.57 0.27 0.17; \
00176     1.52020 13.98 1.35 1.63 71.76 0.39 10.56 0.00 0.18; \
00177     1.52177 13.75 1.01 1.36 72.19 0.33 11.14 0.00 0.00; \
00178     1.52614 13.70 0.00 1.36 71.24 0.19 13.44 0.00 0.10; \
00179     1.51813 13.43 3.98 1.18 72.49 0.58  8.15 0.00 0.00; \
00180     1.51800 13.71 3.93 1.54 71.81 0.54  8.21 0.00 0.15; \
00181     1.51811 13.33 3.85 1.25 72.78 0.52  8.12 0.00 0.00; \
00182     1.51789 13.19 3.90 1.30 72.33 0.55  8.44 0.00 0.28; \
00183     1.51806 13.00 3.80 1.08 73.07 0.56  8.38 0.00 0.12; \
00184     1.51711 12.89 3.62 1.57 72.96 0.61  8.11 0.00 0.00; \
00185     1.51674 12.79 3.52 1.54 73.36 0.66  7.90 0.00 0.00; \
00186     1.51674 12.87 3.56 1.64 73.14 0.65  7.99 0.00 0.00; \
00187     1.51690 13.33 3.54 1.61 72.54 0.68  8.11 0.00 0.00; \
00188     1.51851 13.20 3.63 1.07 72.83 0.57  8.41 0.09 0.17; \
00189     1.51662 12.85 3.51 1.44 73.01 0.68  8.23 0.06 0.25; \
00190     1.51709 13.00 3.47 1.79 72.72 0.66  8.18 0.00 0.00; \
00191     1.51660 12.99 3.18 1.23 72.97 0.58  8.81 0.00 0.24; \
00192     1.51839 12.85 3.67 1.24 72.57 0.62  8.68 0.00 0.35; \
00193     1.51769 13.65 3.66 1.11 72.77 0.11  8.60 0.00 0.00; \
00194     1.51610 13.33 3.53 1.34 72.67 0.56  8.33 0.00 0.00; \
00195     1.51670 13.24 3.57 1.38 72.70 0.56  8.44 0.00 0.10; \
00196     1.51643 12.16 3.52 1.35 72.89 0.57  8.53 0.00 0.00; \
00197     1.51665 13.14 3.45 1.76 72.48 0.60  8.38 0.00 0.17; \
00198     1.52127 14.32 3.90 0.83 71.50 0.00  9.49 0.00 0.00; \
00199     1.51779 13.64 3.65 0.65 73.00 0.06  8.93 0.00 0.00; \
00200     1.51610 13.42 3.40 1.22 72.69 0.59  8.32 0.00 0.00; \
00201     1.51694 12.86 3.58 1.31 72.61 0.61  8.79 0.00 0.00; \
00202     1.51646 13.04 3.40 1.26 73.01 0.52  8.58 0.00 0.00; \
00203     1.51655 13.41 3.39 1.28 72.64 0.52  8.65 0.00 0.00; \
00204     1.52121 14.03 3.76 0.58 71.79 0.11  9.65 0.00 0.00; \
00205     1.51776 13.53 3.41 1.52 72.04 0.58  8.79 0.00 0.00; \
00206     1.51796 13.50 3.36 1.63 71.94 0.57  8.81 0.00 0.09; \
00207     1.51832 13.33 3.34 1.54 72.14 0.56  8.99 0.00 0.00; \
00208     1.51934 13.64 3.54 0.75 72.65 0.16  8.89 0.15 0.24; \
00209     1.52211 14.19 3.78 0.91 71.36 0.23  9.14 0.00 0.37; \
00210     1.51514 14.01 2.68 3.50 69.89 1.68  5.87 2.20 0.00; \
00211     1.51915 12.73 1.85 1.86 72.69 0.60 10.09 0.00 0.00; \
00212     1.52171 11.56 1.88 1.56 72.86 0.47 11.41 0.00 0.00; \
00213     1.52151 11.03 1.71 1.56 73.44 0.58 11.62 0.00 0.00; \
00214     1.51969 12.64 0.00 1.65 73.75 0.38 11.53 0.00 0.00; \
00215     1.51666 12.86 0.00 1.83 73.88 0.97 10.17 0.00 0.00; \
00216     1.51994 13.27 0.00 1.76 73.03 0.47 11.32 0.00 0.00; \
00217     1.52369 13.44 0.00 1.58 72.22 0.32 12.24 0.00 0.00; \
00218     1.51316 13.02 0.00 3.04 70.48 6.21  6.96 0.00 0.00; \
00219     1.51321 13.00 0.00 3.02 70.70 6.21  6.93 0.00 0.00; \
00220     1.52043 13.38 0.00 1.40 72.25 0.33 12.50 0.00 0.00; \
00221     1.52058 12.85 1.61 2.17 72.18 0.76  9.70 0.24 0.51; \
00222     1.52119 12.97 0.33 1.51 73.39 0.13 11.27 0.00 0.28; \
00223     1.51905 14.00 2.39 1.56 72.37 0.00  9.57 0.00 0.00; \
00224     1.51937 13.79 2.41 1.19 72.76 0.00  9.77 0.00 0.00; \
00225     1.51829 14.46 2.24 1.62 72.38 0.00  9.26 0.00 0.00; \
00226     1.51852 14.09 2.19 1.66 72.67 0.00  9.32 0.00 0.00; \
00227     1.51299 14.40 1.74 1.54 74.55 0.00  7.59 0.00 0.00; \
00228     1.51888 14.99 0.78 1.74 72.50 0.00  9.95 0.00 0.00; \
00229     1.51916 14.15 0.00 2.09 72.74 0.00 10.88 0.00 0.00; \
00230     1.51969 14.56 0.00 0.56 73.48 0.00 11.22 0.00 0.00; \
00231     1.51115 17.38 0.00 0.34 75.41 0.00  6.65 0.00 0.00; \
00232     1.51131 13.69 3.20 1.81 72.81 1.76  5.43 1.19 0.00; \
00233     1.51838 14.32 3.26 2.22 71.25 1.46  5.79 1.63 0.00; \
00234     1.52315 13.44 3.34 1.23 72.38 0.60  8.83 0.00 0.00; \
00235     1.52247 14.86 2.20 2.06 70.26 0.76  9.76 0.00 0.00; \
00236     1.52365 15.79 1.83 1.31 70.43 0.31  8.61 1.68 0.00; \
00237     1.51613 13.88 1.78 1.79 73.10 0.00  8.67 0.76 0.00; \
00238     1.51602 14.85 0.00 2.38 73.28 0.00  8.76 0.64 0.09; \
00239     1.51623 14.20 0.00 2.79 73.46 0.04  9.04 0.40 0.09; \
00240     1.51719 14.75 0.00 2.00 73.02 0.00  8.53 1.59 0.08; \
00241     1.51683 14.56 0.00 1.98 73.29 0.00  8.52 1.57 0.07; \
00242     1.51545 14.14 0.00 2.68 73.39 0.08  9.07 0.61 0.05; \
00243     1.51556 13.87 0.00 2.54 73.23 0.14  9.41 0.81 0.01; \
00244     1.51727 14.70 0.00 2.34 73.28 0.00  8.95 0.66 0.00; \
00245     1.51531 14.38 0.00 2.66 73.10 0.04  9.08 0.64 0.00; \
00246     1.51609 15.01 0.00 2.51 73.05 0.05  8.83 0.53 0.00; \
00247     1.51508 15.15 0.00 2.25 73.50 0.00  8.34 0.63 0.00; \
00248     1.51653 11.95 0.00 1.19 75.18 2.70  8.93 0.00 0.00; \
00249     1.51514 14.85 0.00 2.42 73.72 0.00  8.39 0.56 0.00; \
00250     1.51658 14.80 0.00 1.99 73.11 0.00  8.28 1.71 0.00; \
00251     1.51617 14.95 0.00 2.27 73.30 0.00  8.71 0.67 0.00; \
00252     1.51732 14.95 0.00 1.80 72.99 0.00  8.61 1.55 0.00; \
00253     1.51645 14.94 0.00 1.87 73.11 0.00  8.67 1.38 0.00; \
00254     1.51831 14.39 0.00 1.82 72.86 1.41  6.47 2.88 0.00; \
00255     1.51640 14.37 0.00 2.74 72.85 0.00  9.45 0.54 0.00; \
00256     1.51623 14.14 0.00 2.88 72.61 0.08  9.18 1.06 0.00; \
00257     1.51685 14.92 0.00 1.99 73.06 0.00  8.40 1.59 0.00; \
00258     1.52065 14.36 0.00 2.02 73.42 0.00  8.44 1.64 0.00; \
00259     1.51651 14.38 0.00 1.94 73.61 0.00  8.48 1.57 0.00; \
00260     1.51711 14.23 0.00 2.08 73.36 0.00  8.62 1.67 0.00; \
00261     ";
00262   
00263   // UCI glass labels
00264   labels = \
00265     " \
00266     1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 \
00267     1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 \
00268     1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 \
00269     2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 \
00270     2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 \
00271     2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 \
00272     3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4 4 4 4 5 5 5 5 5 5 \
00273     5 5 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 \
00274     6 6 6 6 6 6; \
00275     ";
00276   
00277   }
00278 
00279 
00280 
00295 mat
00296 uci_glass()
00297   {
00298   // UCI glass samples
00299   mat samples = \
00300     " \
00301     1.52101 13.64 4.49 1.10 71.78 0.06  8.75 0.00 0.00; \
00302     1.51761 13.89 3.60 1.36 72.73 0.48  7.83 0.00 0.00; \
00303     1.51618 13.53 3.55 1.54 72.99 0.39  7.78 0.00 0.00; \
00304     1.51766 13.21 3.69 1.29 72.61 0.57  8.22 0.00 0.00; \
00305     1.51742 13.27 3.62 1.24 73.08 0.55  8.07 0.00 0.00; \
00306     1.51596 12.79 3.61 1.62 72.97 0.64  8.07 0.00 0.26; \
00307     1.51743 13.30 3.60 1.14 73.09 0.58  8.17 0.00 0.00; \
00308     1.51756 13.15 3.61 1.05 73.24 0.57  8.24 0.00 0.00; \
00309     1.51918 14.04 3.58 1.37 72.08 0.56  8.30 0.00 0.00; \
00310     1.51755 13.00 3.60 1.36 72.99 0.57  8.40 0.00 0.11; \
00311     1.51571 12.72 3.46 1.56 73.20 0.67  8.09 0.00 0.24; \
00312     1.51763 12.80 3.66 1.27 73.01 0.60  8.56 0.00 0.00; \
00313     1.51589 12.88 3.43 1.40 73.28 0.69  8.05 0.00 0.24; \
00314     1.51748 12.86 3.56 1.27 73.21 0.54  8.38 0.00 0.17; \
00315     1.51763 12.61 3.59 1.31 73.29 0.58  8.50 0.00 0.00; \
00316     1.51761 12.81 3.54 1.23 73.24 0.58  8.39 0.00 0.00; \
00317     1.51784 12.68 3.67 1.16 73.11 0.61  8.70 0.00 0.00; \
00318     1.52196 14.36 3.85 0.89 71.36 0.15  9.15 0.00 0.00; \
00319     1.51911 13.90 3.73 1.18 72.12 0.06  8.89 0.00 0.00; \
00320     1.51735 13.02 3.54 1.69 72.73 0.54  8.44 0.00 0.07; \
00321     1.51750 12.82 3.55 1.49 72.75 0.54  8.52 0.00 0.19; \
00322     1.51966 14.77 3.75 0.29 72.02 0.03  9.00 0.00 0.00; \
00323     1.51736 12.78 3.62 1.29 72.79 0.59  8.70 0.00 0.00; \
00324     1.51751 12.81 3.57 1.35 73.02 0.62  8.59 0.00 0.00; \
00325     1.51720 13.38 3.50 1.15 72.85 0.50  8.43 0.00 0.00; \
00326     1.51764 12.98 3.54 1.21 73.00 0.65  8.53 0.00 0.00; \
00327     1.51793 13.21 3.48 1.41 72.64 0.59  8.43 0.00 0.00; \
00328     1.51721 12.87 3.48 1.33 73.04 0.56  8.43 0.00 0.00; \
00329     1.51768 12.56 3.52 1.43 73.15 0.57  8.54 0.00 0.00; \
00330     1.51784 13.08 3.49 1.28 72.86 0.60  8.49 0.00 0.00; \
00331     1.51768 12.65 3.56 1.30 73.08 0.61  8.69 0.00 0.14; \
00332     1.51747 12.84 3.50 1.14 73.27 0.56  8.55 0.00 0.00; \
00333     1.51775 12.85 3.48 1.23 72.97 0.61  8.56 0.09 0.22; \
00334     1.51753 12.57 3.47 1.38 73.39 0.60  8.55 0.00 0.06; \
00335     1.51783 12.69 3.54 1.34 72.95 0.57  8.75 0.00 0.00; \
00336     1.51567 13.29 3.45 1.21 72.74 0.56  8.57 0.00 0.00; \
00337     1.51909 13.89 3.53 1.32 71.81 0.51  8.78 0.11 0.00; \
00338     1.51797 12.74 3.48 1.35 72.96 0.64  8.68 0.00 0.00; \
00339     1.52213 14.21 3.82 0.47 71.77 0.11  9.57 0.00 0.00; \
00340     1.52213 14.21 3.82 0.47 71.77 0.11  9.57 0.00 0.00; \
00341     1.51793 12.79 3.50 1.12 73.03 0.64  8.77 0.00 0.00; \
00342     1.51755 12.71 3.42 1.20 73.20 0.59  8.64 0.00 0.00; \
00343     1.51779 13.21 3.39 1.33 72.76 0.59  8.59 0.00 0.00; \
00344     1.52210 13.73 3.84 0.72 71.76 0.17  9.74 0.00 0.00; \
00345     1.51786 12.73 3.43 1.19 72.95 0.62  8.76 0.00 0.30; \
00346     1.51900 13.49 3.48 1.35 71.95 0.55  9.00 0.00 0.00; \
00347     1.51869 13.19 3.37 1.18 72.72 0.57  8.83 0.00 0.16; \
00348     1.52667 13.99 3.70 0.71 71.57 0.02  9.82 0.00 0.10; \
00349     1.52223 13.21 3.77 0.79 71.99 0.13 10.02 0.00 0.00; \
00350     1.51898 13.58 3.35 1.23 72.08 0.59  8.91 0.00 0.00; \
00351     1.52320 13.72 3.72 0.51 71.75 0.09 10.06 0.00 0.16; \
00352     1.51926 13.20 3.33 1.28 72.36 0.60  9.14 0.00 0.11; \
00353     1.51808 13.43 2.87 1.19 72.84 0.55  9.03 0.00 0.00; \
00354     1.51837 13.14 2.84 1.28 72.85 0.55  9.07 0.00 0.00; \
00355     1.51778 13.21 2.81 1.29 72.98 0.51  9.02 0.00 0.09; \
00356     1.51769 12.45 2.71 1.29 73.70 0.56  9.06 0.00 0.24; \
00357     1.51215 12.99 3.47 1.12 72.98 0.62  8.35 0.00 0.31; \
00358     1.51824 12.87 3.48 1.29 72.95 0.60  8.43 0.00 0.00; \
00359     1.51754 13.48 3.74 1.17 72.99 0.59  8.03 0.00 0.00; \
00360     1.51754 13.39 3.66 1.19 72.79 0.57  8.27 0.00 0.11; \
00361     1.51905 13.60 3.62 1.11 72.64 0.14  8.76 0.00 0.00; \
00362     1.51977 13.81 3.58 1.32 71.72 0.12  8.67 0.69 0.00; \
00363     1.52172 13.51 3.86 0.88 71.79 0.23  9.54 0.00 0.11; \
00364     1.52227 14.17 3.81 0.78 71.35 0.00  9.69 0.00 0.00; \
00365     1.52172 13.48 3.74 0.90 72.01 0.18  9.61 0.00 0.07; \
00366     1.52099 13.69 3.59 1.12 71.96 0.09  9.40 0.00 0.00; \
00367     1.52152 13.05 3.65 0.87 72.22 0.19  9.85 0.00 0.17; \
00368     1.52152 13.05 3.65 0.87 72.32 0.19  9.85 0.00 0.17; \
00369     1.52152 13.12 3.58 0.90 72.20 0.23  9.82 0.00 0.16; \
00370     1.52300 13.31 3.58 0.82 71.99 0.12 10.17 0.00 0.03; \
00371     1.51574 14.86 3.67 1.74 71.87 0.16  7.36 0.00 0.12; \
00372     1.51848 13.64 3.87 1.27 71.96 0.54  8.32 0.00 0.32; \
00373     1.51593 13.09 3.59 1.52 73.10 0.67  7.83 0.00 0.00; \
00374     1.51631 13.34 3.57 1.57 72.87 0.61  7.89 0.00 0.00; \
00375     1.51596 13.02 3.56 1.54 73.11 0.72  7.90 0.00 0.00; \
00376     1.51590 13.02 3.58 1.51 73.12 0.69  7.96 0.00 0.00; \
00377     1.51645 13.44 3.61 1.54 72.39 0.66  8.03 0.00 0.00; \
00378     1.51627 13.00 3.58 1.54 72.83 0.61  8.04 0.00 0.00; \
00379     1.51613 13.92 3.52 1.25 72.88 0.37  7.94 0.00 0.14; \
00380     1.51590 12.82 3.52 1.90 72.86 0.69  7.97 0.00 0.00; \
00381     1.51592 12.86 3.52 2.12 72.66 0.69  7.97 0.00 0.00; \
00382     1.51593 13.25 3.45 1.43 73.17 0.61  7.86 0.00 0.00; \
00383     1.51646 13.41 3.55 1.25 72.81 0.68  8.10 0.00 0.00; \
00384     1.51594 13.09 3.52 1.55 72.87 0.68  8.05 0.00 0.09; \
00385     1.51409 14.25 3.09 2.08 72.28 1.10  7.08 0.00 0.00; \
00386     1.51625 13.36 3.58 1.49 72.72 0.45  8.21 0.00 0.00; \
00387     1.51569 13.24 3.49 1.47 73.25 0.38  8.03 0.00 0.00; \
00388     1.51645 13.40 3.49 1.52 72.65 0.67  8.08 0.00 0.10; \
00389     1.51618 13.01 3.50 1.48 72.89 0.60  8.12 0.00 0.00; \
00390     1.51640 12.55 3.48 1.87 73.23 0.63  8.08 0.00 0.09; \
00391     1.51841 12.93 3.74 1.11 72.28 0.64  8.96 0.00 0.22; \
00392     1.51605 12.90 3.44 1.45 73.06 0.44  8.27 0.00 0.00; \
00393     1.51588 13.12 3.41 1.58 73.26 0.07  8.39 0.00 0.19; \
00394     1.51590 13.24 3.34 1.47 73.10 0.39  8.22 0.00 0.00; \
00395     1.51629 12.71 3.33 1.49 73.28 0.67  8.24 0.00 0.00; \
00396     1.51860 13.36 3.43 1.43 72.26 0.51  8.60 0.00 0.00; \
00397     1.51841 13.02 3.62 1.06 72.34 0.64  9.13 0.00 0.15; \
00398     1.51743 12.20 3.25 1.16 73.55 0.62  8.90 0.00 0.24; \
00399     1.51689 12.67 2.88 1.71 73.21 0.73  8.54 0.00 0.00; \
00400     1.51811 12.96 2.96 1.43 72.92 0.60  8.79 0.14 0.00; \
00401     1.51655 12.75 2.85 1.44 73.27 0.57  8.79 0.11 0.22; \
00402     1.51730 12.35 2.72 1.63 72.87 0.70  9.23 0.00 0.00; \
00403     1.51820 12.62 2.76 0.83 73.81 0.35  9.42 0.00 0.20; \
00404     1.52725 13.80 3.15 0.66 70.57 0.08 11.64 0.00 0.00; \
00405     1.52410 13.83 2.90 1.17 71.15 0.08 10.79 0.00 0.00; \
00406     1.52475 11.45 0.00 1.88 72.19 0.81 13.24 0.00 0.34; \
00407     1.53125 10.73 0.00 2.10 69.81 0.58 13.30 3.15 0.28; \
00408     1.53393 12.30 0.00 1.00 70.16 0.12 16.19 0.00 0.24; \
00409     1.52222 14.43 0.00 1.00 72.67 0.10 11.52 0.00 0.08; \
00410     1.51818 13.72 0.00 0.56 74.45 0.00 10.99 0.00 0.00; \
00411     1.52664 11.23 0.00 0.77 73.21 0.00 14.68 0.00 0.00; \
00412     1.52739 11.02 0.00 0.75 73.08 0.00 14.96 0.00 0.00; \
00413     1.52777 12.64 0.00 0.67 72.02 0.06 14.40 0.00 0.00; \
00414     1.51892 13.46 3.83 1.26 72.55 0.57  8.21 0.00 0.14; \
00415     1.51847 13.10 3.97 1.19 72.44 0.60  8.43 0.00 0.00; \
00416     1.51846 13.41 3.89 1.33 72.38 0.51  8.28 0.00 0.00; \
00417     1.51829 13.24 3.90 1.41 72.33 0.55  8.31 0.00 0.10; \
00418     1.51708 13.72 3.68 1.81 72.06 0.64  7.88 0.00 0.00; \
00419     1.51673 13.30 3.64 1.53 72.53 0.65  8.03 0.00 0.29; \
00420     1.51652 13.56 3.57 1.47 72.45 0.64  7.96 0.00 0.00; \
00421     1.51844 13.25 3.76 1.32 72.40 0.58  8.42 0.00 0.00; \
00422     1.51663 12.93 3.54 1.62 72.96 0.64  8.03 0.00 0.21; \
00423     1.51687 13.23 3.54 1.48 72.84 0.56  8.10 0.00 0.00; \
00424     1.51707 13.48 3.48 1.71 72.52 0.62  7.99 0.00 0.00; \
00425     1.52177 13.20 3.68 1.15 72.75 0.54  8.52 0.00 0.00; \
00426     1.51872 12.93 3.66 1.56 72.51 0.58  8.55 0.00 0.12; \
00427     1.51667 12.94 3.61 1.26 72.75 0.56  8.60 0.00 0.00; \
00428     1.52081 13.78 2.28 1.43 71.99 0.49  9.85 0.00 0.17; \
00429     1.52068 13.55 2.09 1.67 72.18 0.53  9.57 0.27 0.17; \
00430     1.52020 13.98 1.35 1.63 71.76 0.39 10.56 0.00 0.18; \
00431     1.52177 13.75 1.01 1.36 72.19 0.33 11.14 0.00 0.00; \
00432     1.52614 13.70 0.00 1.36 71.24 0.19 13.44 0.00 0.10; \
00433     1.51813 13.43 3.98 1.18 72.49 0.58  8.15 0.00 0.00; \
00434     1.51800 13.71 3.93 1.54 71.81 0.54  8.21 0.00 0.15; \
00435     1.51811 13.33 3.85 1.25 72.78 0.52  8.12 0.00 0.00; \
00436     1.51789 13.19 3.90 1.30 72.33 0.55  8.44 0.00 0.28; \
00437     1.51806 13.00 3.80 1.08 73.07 0.56  8.38 0.00 0.12; \
00438     1.51711 12.89 3.62 1.57 72.96 0.61  8.11 0.00 0.00; \
00439     1.51674 12.79 3.52 1.54 73.36 0.66  7.90 0.00 0.00; \
00440     1.51674 12.87 3.56 1.64 73.14 0.65  7.99 0.00 0.00; \
00441     1.51690 13.33 3.54 1.61 72.54 0.68  8.11 0.00 0.00; \
00442     1.51851 13.20 3.63 1.07 72.83 0.57  8.41 0.09 0.17; \
00443     1.51662 12.85 3.51 1.44 73.01 0.68  8.23 0.06 0.25; \
00444     1.51709 13.00 3.47 1.79 72.72 0.66  8.18 0.00 0.00; \
00445     1.51660 12.99 3.18 1.23 72.97 0.58  8.81 0.00 0.24; \
00446     1.51839 12.85 3.67 1.24 72.57 0.62  8.68 0.00 0.35; \
00447     1.51769 13.65 3.66 1.11 72.77 0.11  8.60 0.00 0.00; \
00448     1.51610 13.33 3.53 1.34 72.67 0.56  8.33 0.00 0.00; \
00449     1.51670 13.24 3.57 1.38 72.70 0.56  8.44 0.00 0.10; \
00450     1.51643 12.16 3.52 1.35 72.89 0.57  8.53 0.00 0.00; \
00451     1.51665 13.14 3.45 1.76 72.48 0.60  8.38 0.00 0.17; \
00452     1.52127 14.32 3.90 0.83 71.50 0.00  9.49 0.00 0.00; \
00453     1.51779 13.64 3.65 0.65 73.00 0.06  8.93 0.00 0.00; \
00454     1.51610 13.42 3.40 1.22 72.69 0.59  8.32 0.00 0.00; \
00455     1.51694 12.86 3.58 1.31 72.61 0.61  8.79 0.00 0.00; \
00456     1.51646 13.04 3.40 1.26 73.01 0.52  8.58 0.00 0.00; \
00457     1.51655 13.41 3.39 1.28 72.64 0.52  8.65 0.00 0.00; \
00458     1.52121 14.03 3.76 0.58 71.79 0.11  9.65 0.00 0.00; \
00459     1.51776 13.53 3.41 1.52 72.04 0.58  8.79 0.00 0.00; \
00460     1.51796 13.50 3.36 1.63 71.94 0.57  8.81 0.00 0.09; \
00461     1.51832 13.33 3.34 1.54 72.14 0.56  8.99 0.00 0.00; \
00462     1.51934 13.64 3.54 0.75 72.65 0.16  8.89 0.15 0.24; \
00463     1.52211 14.19 3.78 0.91 71.36 0.23  9.14 0.00 0.37; \
00464     1.51514 14.01 2.68 3.50 69.89 1.68  5.87 2.20 0.00; \
00465     1.51915 12.73 1.85 1.86 72.69 0.60 10.09 0.00 0.00; \
00466     1.52171 11.56 1.88 1.56 72.86 0.47 11.41 0.00 0.00; \
00467     1.52151 11.03 1.71 1.56 73.44 0.58 11.62 0.00 0.00; \
00468     1.51969 12.64 0.00 1.65 73.75 0.38 11.53 0.00 0.00; \
00469     1.51666 12.86 0.00 1.83 73.88 0.97 10.17 0.00 0.00; \
00470     1.51994 13.27 0.00 1.76 73.03 0.47 11.32 0.00 0.00; \
00471     1.52369 13.44 0.00 1.58 72.22 0.32 12.24 0.00 0.00; \
00472     1.51316 13.02 0.00 3.04 70.48 6.21  6.96 0.00 0.00; \
00473     1.51321 13.00 0.00 3.02 70.70 6.21  6.93 0.00 0.00; \
00474     1.52043 13.38 0.00 1.40 72.25 0.33 12.50 0.00 0.00; \
00475     1.52058 12.85 1.61 2.17 72.18 0.76  9.70 0.24 0.51; \
00476     1.52119 12.97 0.33 1.51 73.39 0.13 11.27 0.00 0.28; \
00477     1.51905 14.00 2.39 1.56 72.37 0.00  9.57 0.00 0.00; \
00478     1.51937 13.79 2.41 1.19 72.76 0.00  9.77 0.00 0.00; \
00479     1.51829 14.46 2.24 1.62 72.38 0.00  9.26 0.00 0.00; \
00480     1.51852 14.09 2.19 1.66 72.67 0.00  9.32 0.00 0.00; \
00481     1.51299 14.40 1.74 1.54 74.55 0.00  7.59 0.00 0.00; \
00482     1.51888 14.99 0.78 1.74 72.50 0.00  9.95 0.00 0.00; \
00483     1.51916 14.15 0.00 2.09 72.74 0.00 10.88 0.00 0.00; \
00484     1.51969 14.56 0.00 0.56 73.48 0.00 11.22 0.00 0.00; \
00485     1.51115 17.38 0.00 0.34 75.41 0.00  6.65 0.00 0.00; \
00486     1.51131 13.69 3.20 1.81 72.81 1.76  5.43 1.19 0.00; \
00487     1.51838 14.32 3.26 2.22 71.25 1.46  5.79 1.63 0.00; \
00488     1.52315 13.44 3.34 1.23 72.38 0.60  8.83 0.00 0.00; \
00489     1.52247 14.86 2.20 2.06 70.26 0.76  9.76 0.00 0.00; \
00490     1.52365 15.79 1.83 1.31 70.43 0.31  8.61 1.68 0.00; \
00491     1.51613 13.88 1.78 1.79 73.10 0.00  8.67 0.76 0.00; \
00492     1.51602 14.85 0.00 2.38 73.28 0.00  8.76 0.64 0.09; \
00493     1.51623 14.20 0.00 2.79 73.46 0.04  9.04 0.40 0.09; \
00494     1.51719 14.75 0.00 2.00 73.02 0.00  8.53 1.59 0.08; \
00495     1.51683 14.56 0.00 1.98 73.29 0.00  8.52 1.57 0.07; \
00496     1.51545 14.14 0.00 2.68 73.39 0.08  9.07 0.61 0.05; \
00497     1.51556 13.87 0.00 2.54 73.23 0.14  9.41 0.81 0.01; \
00498     1.51727 14.70 0.00 2.34 73.28 0.00  8.95 0.66 0.00; \
00499     1.51531 14.38 0.00 2.66 73.10 0.04  9.08 0.64 0.00; \
00500     1.51609 15.01 0.00 2.51 73.05 0.05  8.83 0.53 0.00; \
00501     1.51508 15.15 0.00 2.25 73.50 0.00  8.34 0.63 0.00; \
00502     1.51653 11.95 0.00 1.19 75.18 2.70  8.93 0.00 0.00; \
00503     1.51514 14.85 0.00 2.42 73.72 0.00  8.39 0.56 0.00; \
00504     1.51658 14.80 0.00 1.99 73.11 0.00  8.28 1.71 0.00; \
00505     1.51617 14.95 0.00 2.27 73.30 0.00  8.71 0.67 0.00; \
00506     1.51732 14.95 0.00 1.80 72.99 0.00  8.61 1.55 0.00; \
00507     1.51645 14.94 0.00 1.87 73.11 0.00  8.67 1.38 0.00; \
00508     1.51831 14.39 0.00 1.82 72.86 1.41  6.47 2.88 0.00; \
00509     1.51640 14.37 0.00 2.74 72.85 0.00  9.45 0.54 0.00; \
00510     1.51623 14.14 0.00 2.88 72.61 0.08  9.18 1.06 0.00; \
00511     1.51685 14.92 0.00 1.99 73.06 0.00  8.40 1.59 0.00; \
00512     1.52065 14.36 0.00 2.02 73.42 0.00  8.44 1.64 0.00; \
00513     1.51651 14.38 0.00 1.94 73.61 0.00  8.48 1.57 0.00; \
00514     1.51711 14.23 0.00 2.08 73.36 0.00  8.62 1.67 0.00; \
00515     ";
00516 
00517   return samples;  
00518   }
00519 
00520 
00521 
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