ECOCPAK v0.9
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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 00023 00024 00039 void 00040 uci_iris 00041 ( 00042 mat& samples, 00043 ucolvec& labels 00044 ) 00045 { 00046 // load iris samples 00047 samples = \ 00048 " \ 00049 5.1 3.5 1.4 0.2; \ 00050 4.9 3.0 1.4 0.2; \ 00051 4.7 3.2 1.3 0.2; \ 00052 4.6 3.1 1.5 0.2; \ 00053 5.0 3.6 1.4 0.2; \ 00054 5.4 3.9 1.7 0.4; \ 00055 4.6 3.4 1.4 0.3; \ 00056 5.0 3.4 1.5 0.2; \ 00057 4.4 2.9 1.4 0.2; \ 00058 4.9 3.1 1.5 0.1; \ 00059 5.4 3.7 1.5 0.2; \ 00060 4.8 3.4 1.6 0.2; \ 00061 4.8 3.0 1.4 0.1; \ 00062 4.3 3.0 1.1 0.1; \ 00063 5.8 4.0 1.2 0.2; \ 00064 5.7 4.4 1.5 0.4; \ 00065 5.4 3.9 1.3 0.4; \ 00066 5.1 3.5 1.4 0.3; \ 00067 5.7 3.8 1.7 0.3; \ 00068 5.1 3.8 1.5 0.3; \ 00069 5.4 3.4 1.7 0.2; \ 00070 5.1 3.7 1.5 0.4; \ 00071 4.6 3.6 1.0 0.2; \ 00072 5.1 3.3 1.7 0.5; \ 00073 4.8 3.4 1.9 0.2; \ 00074 5.0 3.0 1.6 0.2; \ 00075 5.0 3.4 1.6 0.4; \ 00076 5.2 3.5 1.5 0.2; \ 00077 5.2 3.4 1.4 0.2; \ 00078 4.7 3.2 1.6 0.2; \ 00079 4.8 3.1 1.6 0.2; \ 00080 5.4 3.4 1.5 0.4; \ 00081 5.2 4.1 1.5 0.1; \ 00082 5.5 4.2 1.4 0.2; \ 00083 4.9 3.1 1.5 0.1; \ 00084 5.0 3.2 1.2 0.2; \ 00085 5.5 3.5 1.3 0.2; \ 00086 4.9 3.1 1.5 0.1; \ 00087 4.4 3.0 1.3 0.2; \ 00088 5.1 3.4 1.5 0.2; \ 00089 5.0 3.5 1.3 0.3; \ 00090 4.5 2.3 1.3 0.3; \ 00091 4.4 3.2 1.3 0.2; \ 00092 5.0 3.5 1.6 0.6; \ 00093 5.1 3.8 1.9 0.4; \ 00094 4.8 3.0 1.4 0.3; \ 00095 5.1 3.8 1.6 0.2; \ 00096 4.6 3.2 1.4 0.2; \ 00097 5.3 3.7 1.5 0.2; \ 00098 5.0 3.3 1.4 0.2; \ 00099 7.0 3.2 4.7 1.4; \ 00100 6.4 3.2 4.5 1.5; \ 00101 6.9 3.1 4.9 1.5; \ 00102 5.5 2.3 4.0 1.3; \ 00103 6.5 2.8 4.6 1.5; \ 00104 5.7 2.8 4.5 1.3; \ 00105 6.3 3.3 4.7 1.6; \ 00106 4.9 2.4 3.3 1.0; \ 00107 6.6 2.9 4.6 1.3; \ 00108 5.2 2.7 3.9 1.4; \ 00109 5.0 2.0 3.5 1.0; \ 00110 5.9 3.0 4.2 1.5; \ 00111 6.0 2.2 4.0 1.0; \ 00112 6.1 2.9 4.7 1.4; \ 00113 5.6 2.9 3.6 1.3; \ 00114 6.7 3.1 4.4 1.4; \ 00115 5.6 3.0 4.5 1.5; \ 00116 5.8 2.7 4.1 1.0; \ 00117 6.2 2.2 4.5 1.5; \ 00118 5.6 2.5 3.9 1.1; \ 00119 5.9 3.2 4.8 1.8; \ 00120 6.1 2.8 4.0 1.3; \ 00121 6.3 2.5 4.9 1.5; \ 00122 6.1 2.8 4.7 1.2; \ 00123 6.4 2.9 4.3 1.3; \ 00124 6.6 3.0 4.4 1.4; \ 00125 6.8 2.8 4.8 1.4; \ 00126 6.7 3.0 5.0 1.7; \ 00127 6.0 2.9 4.5 1.5; \ 00128 5.7 2.6 3.5 1.0; \ 00129 5.5 2.4 3.8 1.1; \ 00130 5.5 2.4 3.7 1.0; \ 00131 5.8 2.7 3.9 1.2; \ 00132 6.0 2.7 5.1 1.6; \ 00133 5.4 3.0 4.5 1.5; \ 00134 6.0 3.4 4.5 1.6; \ 00135 6.7 3.1 4.7 1.5; \ 00136 6.3 2.3 4.4 1.3; \ 00137 5.6 3.0 4.1 1.3; \ 00138 5.5 2.5 4.0 1.3; \ 00139 5.5 2.6 4.4 1.2; \ 00140 6.1 3.0 4.6 1.4; \ 00141 5.8 2.6 4.0 1.2; \ 00142 5.0 2.3 3.3 1.0; \ 00143 5.6 2.7 4.2 1.3; \ 00144 5.7 3.0 4.2 1.2; \ 00145 5.7 2.9 4.2 1.3; \ 00146 6.2 2.9 4.3 1.3; \ 00147 5.1 2.5 3.0 1.1; \ 00148 5.7 2.8 4.1 1.3; \ 00149 6.3 3.3 6.0 2.5; \ 00150 5.8 2.7 5.1 1.9; \ 00151 7.1 3.0 5.9 2.1; \ 00152 6.3 2.9 5.6 1.8; \ 00153 6.5 3.0 5.8 2.2; \ 00154 7.6 3.0 6.6 2.1; \ 00155 4.9 2.5 4.5 1.7; \ 00156 7.3 2.9 6.3 1.8; \ 00157 6.7 2.5 5.8 1.8; \ 00158 7.2 3.6 6.1 2.5; \ 00159 6.5 3.2 5.1 2.0; \ 00160 6.4 2.7 5.3 1.9; \ 00161 6.8 3.0 5.5 2.1; \ 00162 5.7 2.5 5.0 2.0; \ 00163 5.8 2.8 5.1 2.4; \ 00164 6.4 3.2 5.3 2.3; \ 00165 6.5 3.0 5.5 1.8; \ 00166 7.7 3.8 6.7 2.2; \ 00167 7.7 2.6 6.9 2.3; \ 00168 6.0 2.2 5.0 1.5; \ 00169 6.9 3.2 5.7 2.3; \ 00170 5.6 2.8 4.9 2.0; \ 00171 7.7 2.8 6.7 2.0; \ 00172 6.3 2.7 4.9 1.8; \ 00173 6.7 3.3 5.7 2.1; \ 00174 7.2 3.2 6.0 1.8; \ 00175 6.2 2.8 4.8 1.8; \ 00176 6.1 3.0 4.9 1.8; \ 00177 6.4 2.8 5.6 2.1; \ 00178 7.2 3.0 5.8 1.6; \ 00179 7.4 2.8 6.1 1.9; \ 00180 7.9 3.8 6.4 2.0; \ 00181 6.4 2.8 5.6 2.2; \ 00182 6.3 2.8 5.1 1.5; \ 00183 6.1 2.6 5.6 1.4; \ 00184 7.7 3.0 6.1 2.3; \ 00185 6.3 3.4 5.6 2.4; \ 00186 6.4 3.1 5.5 1.8; \ 00187 6.0 3.0 4.8 1.8; \ 00188 6.9 3.1 5.4 2.1; \ 00189 6.7 3.1 5.6 2.4; \ 00190 6.9 3.1 5.1 2.3; \ 00191 5.8 2.7 5.1 1.9; \ 00192 6.8 3.2 5.9 2.3; \ 00193 6.7 3.3 5.7 2.5; \ 00194 6.7 3.0 5.2 2.3; \ 00195 6.3 2.5 5.0 1.9; \ 00196 6.5 3.0 5.2 2.0; \ 00197 6.2 3.4 5.4 2.3; \ 00198 5.9 3.0 5.1 1.8; \ 00199 "; 00200 00201 // load iris labels 00202 labels = \ 00203 " \ 00204 1 1 1 1 1 1 1 1 1 1 \ 00205 1 1 1 1 1 1 1 1 1 1 \ 00206 1 1 1 1 1 1 1 1 1 1 \ 00207 1 1 1 1 1 1 1 1 1 1 \ 00208 1 1 1 1 1 1 1 1 1 1 \ 00209 2 2 2 2 2 2 2 2 2 2 \ 00210 2 2 2 2 2 2 2 2 2 2 \ 00211 2 2 2 2 2 2 2 2 2 2 \ 00212 2 2 2 2 2 2 2 2 2 2 \ 00213 2 2 2 2 2 2 2 2 2 2 \ 00214 3 3 3 3 3 3 3 3 3 3 \ 00215 3 3 3 3 3 3 3 3 3 3 \ 00216 3 3 3 3 3 3 3 3 3 3 \ 00217 3 3 3 3 3 3 3 3 3 3 \ 00218 3 3 3 3 3 3 3 3 3 3; \ 00219 "; 00220 } 00221 00222 00223 00237 mat 00238 uci_iris() 00239 { 00240 // load iris samples 00241 mat samples = \ 00242 " \ 00243 5.1 3.5 1.4 0.2; \ 00244 4.9 3.0 1.4 0.2; \ 00245 4.7 3.2 1.3 0.2; \ 00246 4.6 3.1 1.5 0.2; \ 00247 5.0 3.6 1.4 0.2; \ 00248 5.4 3.9 1.7 0.4; \ 00249 4.6 3.4 1.4 0.3; \ 00250 5.0 3.4 1.5 0.2; \ 00251 4.4 2.9 1.4 0.2; \ 00252 4.9 3.1 1.5 0.1; \ 00253 5.4 3.7 1.5 0.2; \ 00254 4.8 3.4 1.6 0.2; \ 00255 4.8 3.0 1.4 0.1; \ 00256 4.3 3.0 1.1 0.1; \ 00257 5.8 4.0 1.2 0.2; \ 00258 5.7 4.4 1.5 0.4; \ 00259 5.4 3.9 1.3 0.4; \ 00260 5.1 3.5 1.4 0.3; \ 00261 5.7 3.8 1.7 0.3; \ 00262 5.1 3.8 1.5 0.3; \ 00263 5.4 3.4 1.7 0.2; \ 00264 5.1 3.7 1.5 0.4; \ 00265 4.6 3.6 1.0 0.2; \ 00266 5.1 3.3 1.7 0.5; \ 00267 4.8 3.4 1.9 0.2; \ 00268 5.0 3.0 1.6 0.2; \ 00269 5.0 3.4 1.6 0.4; \ 00270 5.2 3.5 1.5 0.2; \ 00271 5.2 3.4 1.4 0.2; \ 00272 4.7 3.2 1.6 0.2; \ 00273 4.8 3.1 1.6 0.2; \ 00274 5.4 3.4 1.5 0.4; \ 00275 5.2 4.1 1.5 0.1; \ 00276 5.5 4.2 1.4 0.2; \ 00277 4.9 3.1 1.5 0.1; \ 00278 5.0 3.2 1.2 0.2; \ 00279 5.5 3.5 1.3 0.2; \ 00280 4.9 3.1 1.5 0.1; \ 00281 4.4 3.0 1.3 0.2; \ 00282 5.1 3.4 1.5 0.2; \ 00283 5.0 3.5 1.3 0.3; \ 00284 4.5 2.3 1.3 0.3; \ 00285 4.4 3.2 1.3 0.2; \ 00286 5.0 3.5 1.6 0.6; \ 00287 5.1 3.8 1.9 0.4; \ 00288 4.8 3.0 1.4 0.3; \ 00289 5.1 3.8 1.6 0.2; \ 00290 4.6 3.2 1.4 0.2; \ 00291 5.3 3.7 1.5 0.2; \ 00292 5.0 3.3 1.4 0.2; \ 00293 7.0 3.2 4.7 1.4; \ 00294 6.4 3.2 4.5 1.5; \ 00295 6.9 3.1 4.9 1.5; \ 00296 5.5 2.3 4.0 1.3; \ 00297 6.5 2.8 4.6 1.5; \ 00298 5.7 2.8 4.5 1.3; \ 00299 6.3 3.3 4.7 1.6; \ 00300 4.9 2.4 3.3 1.0; \ 00301 6.6 2.9 4.6 1.3; \ 00302 5.2 2.7 3.9 1.4; \ 00303 5.0 2.0 3.5 1.0; \ 00304 5.9 3.0 4.2 1.5; \ 00305 6.0 2.2 4.0 1.0; \ 00306 6.1 2.9 4.7 1.4; \ 00307 5.6 2.9 3.6 1.3; \ 00308 6.7 3.1 4.4 1.4; \ 00309 5.6 3.0 4.5 1.5; \ 00310 5.8 2.7 4.1 1.0; \ 00311 6.2 2.2 4.5 1.5; \ 00312 5.6 2.5 3.9 1.1; \ 00313 5.9 3.2 4.8 1.8; \ 00314 6.1 2.8 4.0 1.3; \ 00315 6.3 2.5 4.9 1.5; \ 00316 6.1 2.8 4.7 1.2; \ 00317 6.4 2.9 4.3 1.3; \ 00318 6.6 3.0 4.4 1.4; \ 00319 6.8 2.8 4.8 1.4; \ 00320 6.7 3.0 5.0 1.7; \ 00321 6.0 2.9 4.5 1.5; \ 00322 5.7 2.6 3.5 1.0; \ 00323 5.5 2.4 3.8 1.1; \ 00324 5.5 2.4 3.7 1.0; \ 00325 5.8 2.7 3.9 1.2; \ 00326 6.0 2.7 5.1 1.6; \ 00327 5.4 3.0 4.5 1.5; \ 00328 6.0 3.4 4.5 1.6; \ 00329 6.7 3.1 4.7 1.5; \ 00330 6.3 2.3 4.4 1.3; \ 00331 5.6 3.0 4.1 1.3; \ 00332 5.5 2.5 4.0 1.3; \ 00333 5.5 2.6 4.4 1.2; \ 00334 6.1 3.0 4.6 1.4; \ 00335 5.8 2.6 4.0 1.2; \ 00336 5.0 2.3 3.3 1.0; \ 00337 5.6 2.7 4.2 1.3; \ 00338 5.7 3.0 4.2 1.2; \ 00339 5.7 2.9 4.2 1.3; \ 00340 6.2 2.9 4.3 1.3; \ 00341 5.1 2.5 3.0 1.1; \ 00342 5.7 2.8 4.1 1.3; \ 00343 6.3 3.3 6.0 2.5; \ 00344 5.8 2.7 5.1 1.9; \ 00345 7.1 3.0 5.9 2.1; \ 00346 6.3 2.9 5.6 1.8; \ 00347 6.5 3.0 5.8 2.2; \ 00348 7.6 3.0 6.6 2.1; \ 00349 4.9 2.5 4.5 1.7; \ 00350 7.3 2.9 6.3 1.8; \ 00351 6.7 2.5 5.8 1.8; \ 00352 7.2 3.6 6.1 2.5; \ 00353 6.5 3.2 5.1 2.0; \ 00354 6.4 2.7 5.3 1.9; \ 00355 6.8 3.0 5.5 2.1; \ 00356 5.7 2.5 5.0 2.0; \ 00357 5.8 2.8 5.1 2.4; \ 00358 6.4 3.2 5.3 2.3; \ 00359 6.5 3.0 5.5 1.8; \ 00360 7.7 3.8 6.7 2.2; \ 00361 7.7 2.6 6.9 2.3; \ 00362 6.0 2.2 5.0 1.5; \ 00363 6.9 3.2 5.7 2.3; \ 00364 5.6 2.8 4.9 2.0; \ 00365 7.7 2.8 6.7 2.0; \ 00366 6.3 2.7 4.9 1.8; \ 00367 6.7 3.3 5.7 2.1; \ 00368 7.2 3.2 6.0 1.8; \ 00369 6.2 2.8 4.8 1.8; \ 00370 6.1 3.0 4.9 1.8; \ 00371 6.4 2.8 5.6 2.1; \ 00372 7.2 3.0 5.8 1.6; \ 00373 7.4 2.8 6.1 1.9; \ 00374 7.9 3.8 6.4 2.0; \ 00375 6.4 2.8 5.6 2.2; \ 00376 6.3 2.8 5.1 1.5; \ 00377 6.1 2.6 5.6 1.4; \ 00378 7.7 3.0 6.1 2.3; \ 00379 6.3 3.4 5.6 2.4; \ 00380 6.4 3.1 5.5 1.8; \ 00381 6.0 3.0 4.8 1.8; \ 00382 6.9 3.1 5.4 2.1; \ 00383 6.7 3.1 5.6 2.4; \ 00384 6.9 3.1 5.1 2.3; \ 00385 5.8 2.7 5.1 1.9; \ 00386 6.8 3.2 5.9 2.3; \ 00387 6.7 3.3 5.7 2.5; \ 00388 6.7 3.0 5.2 2.3; \ 00389 6.3 2.5 5.0 1.9; \ 00390 6.5 3.0 5.2 2.0; \ 00391 6.2 3.4 5.4 2.3; \ 00392 5.9 3.0 5.1 1.8; \ 00393 "; 00394 00395 return samples; 00396 } 00397 00398 00399