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Ricardo Montañana Gómez
2020-11-20 11:23:40 +01:00
commit 5611e5bc01
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2
data/tanveer/horse-colic/conxuntos.dat Executable file
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238 188 257 70 148 56 226 87 14 190 121 263 6 46 161 101 154 39 192 93 43 90 175 81 152 44 243 211 246 64 182 120 83 10 86 65 66 232 11 142 207 125 133 22 111 78 213 114 245 116 31 91 132 163 288 41 229 35 105 219 48 250 298 79 96 248 271 20 235 256 171 222 103 145 255 112 59 265 72 254 169 54 106 259 228 117 168 269 109 274 164 51 84 247 272 49 249 27 115 260 36 194 119 196 276 258 13 99 1 236 209 162 25 195 17 50 158 92 179 214 149 19 85 165 67 153 88 212 141 267 294 155 71 167 42 284 266 159 279 220 77 128 0 234 253 156 268 138 107 287
131 206 95 15 108 24 273 285 37 7 218 177 80 210 135 8 281 208 124 129 127 275 178 221 264 227 3 193 217 157 62 186 187 58 292 252 296 23 173 242 126 283 76 130 123 73 286 151 244 82 291 113 147 34 30 230 223 160 239 215 201 180 32 297 74 137 40 55 233 18 110 282 224 75 204 174 202 176 197 57 146 134 289 185 118 33 251 200 172 270 26 240 189 136 104 45 199 9 21 191 16 2 69 139 100 237 184 216 280 295 205 52 293 181 241 89 5 60 140 47 68 144 28 102 53 225 231 170 183 262 97 63 61 98 166 150 29 4 261 94 278 143 38 277 12 122 198 203 290 299

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data/tanveer/horse-colic/conxuntos_kfold.dat Executable file
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7 147 189 215 90 208 207 206 10 135 157 145 222 39 84 245 111 286 62 259 91 230 105 81 233 79 109 73 33 171 177 263 227 40 70 271 32 182 80 120 24 202 121 6 110 72 118 44 210 243 248 169 285 129 64 114 82 297 106 87 142 112 37 246 275 178 223 186 273 41 136 151 113 35 86 173 200 146 235 244 224 11 254 211 103 3 117 78 247 257 104 23 232 55 218 217 292 163 65 221 226 148 213 56 168 22 270 46 116 152 250 219 193 272 229 289 123 57 66 283 239 190 269 180 96 288 175 172 14 291 26 130 174 18 197 131 264 30 133 192 124 164 256 102 25 5 27 122 29 183 220 50 2 181 61 67 198 38 165 278 143 89 69 260 236 249 153 195 85 21 276 216 17 97 36 52 253 140 266 258 262 100 19 92 280 237 144 141 179 241 47 267 139 158 191 1 234 13 279 205 166 60 284 293 261 268 12 277 199 107 98 209 170 295 94 49 9 290 196 119 159 214 203 138 212
127 251 34 125 8 51 126 75 161 134 252 265 45 43 20 108 188 31 296 228 54 281 58 76 185 282 242 83 238 132 48 204 160 255 137 59 187 201 95 274 240 176 298 93 154 15 74 101 16 63 4 167 194 231 0 162 150 77 149 156 53 99 225 287 42 294 155 184 128 115 68 28 71 88 299
70 204 186 20 265 273 48 72 269 101 125 24 82 104 142 46 271 58 154 255 56 65 145 118 90 8 242 296 10 131 247 207 108 151 114 282 176 33 173 200 83 3 126 134 152 59 223 105 109 264 171 164 26 180 221 44 224 23 110 76 174 192 257 73 137 229 7 217 190 51 34 270 172 117 22 112 86 79 256 228 130 41 243 193 246 289 11 161 182 120 208 187 259 30 91 132 226 32 37 18 57 147 297 135 169 292 254 244 129 55 157 281 43 283 14 291 188 93 206 218 288 111 298 185 127 213 197 230 124 286 81 54 121 62 232 84 235 163 15 215 123 233 219 49 231 237 141 69 16 167 138 139 278 195 68 2 258 159 94 153 4 267 53 293 155 261 77 1 144 156 205 276 150 184 67 89 115 158 165 99 266 107 295 17 0 143 290 183 25 203 253 38 98 249 92 71 12 61 209 166 262 60 241 198 50 181 27 9 199 216 260 234 19 42 63 100 294 97 29 280 287 162 88 122 279
35 45 39 103 31 248 80 64 272 239 148 78 252 106 146 177 160 211 263 251 189 75 222 87 201 227 136 40 285 210 96 6 275 74 175 245 240 116 133 113 178 202 238 168 66 274 95 250 21 36 277 170 102 194 220 284 128 236 225 140 13 149 5 268 28 179 119 191 52 196 212 214 85 47 299
41 254 72 33 271 211 168 172 15 95 32 82 221 51 84 114 190 259 55 169 43 117 229 66 270 24 80 34 106 46 148 242 79 147 111 86 173 240 121 215 59 83 171 233 157 58 264 11 217 257 48 200 91 188 108 135 174 189 223 178 164 218 120 31 224 193 129 101 76 20 222 35 292 207 14 273 163 298 269 297 201 263 81 3 285 22 127 272 18 112 75 256 177 244 187 154 62 251 74 23 185 45 105 96 182 255 133 232 243 204 142 230 125 208 265 235 110 289 93 192 44 56 202 219 252 226 246 10 30 70 146 248 213 57 238 136 274 8 228 250 132 7 161 47 144 143 19 155 49 27 138 150 293 205 276 167 294 50 98 287 21 290 52 162 236 140 216 119 277 225 53 203 266 28 260 69 141 165 249 231 170 67 295 234 279 183 199 97 191 195 280 184 212 71 181 12 88 85 262 258 209 237 61 241 220 94 29 0 68 63 198 149 13 159 42 253 156 261 284 99 60 267 166 89 179
296 206 152 227 40 186 123 78 160 118 176 151 134 288 245 126 291 124 286 137 39 6 180 247 104 103 145 65 281 54 283 37 87 131 90 64 113 275 239 130 26 116 282 175 73 210 109 197 122 9 36 1 158 25 5 107 153 102 4 100 16 2 77 128 139 17 196 214 38 278 194 268 115 92 299
177 230 173 131 37 226 65 86 126 105 240 232 80 125 44 289 157 197 57 238 130 91 8 103 250 104 291 192 171 87 147 74 222 124 40 24 256 55 228 190 64 134 202 148 137 72 78 296 163 41 229 33 213 242 255 259 22 136 118 282 172 14 298 168 34 245 112 151 146 54 145 23 73 10 218 96 101 129 281 273 90 206 20 288 76 106 193 93 252 219 180 121 215 83 43 81 257 160 224 70 164 254 269 182 189 58 30 82 56 223 297 114 3 35 95 211 227 142 264 51 135 246 244 210 127 178 271 75 109 79 15 108 11 174 176 274 32 84 48 186 201 207 292 61 100 205 258 209 143 162 159 60 191 38 63 97 99 49 107 165 234 102 53 268 88 128 71 203 52 295 67 167 68 139 253 77 4 92 179 140 5 2 220 27 181 21 155 28 199 1 216 47 29 98 196 0 262 231 156 16 89 277 166 214 85 183 36 42 94 69 12 276 149 284 237 25 287 236 144 260 241 17 278 50 249
152 154 169 185 235 243 26 59 116 117 7 110 188 251 113 45 120 123 239 39 286 204 161 6 111 208 247 132 175 221 283 133 31 187 263 18 272 62 217 285 248 46 66 233 200 270 275 265 141 267 153 119 279 170 198 150 266 195 294 194 290 9 122 138 280 184 115 158 261 225 13 212 293 19 299

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data/tanveer/horse-colic/horse-colic.cost Executable file
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% Rows Columns
2 2
% Matrix elements
0.0 1.0
1.0 0.0

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data/tanveer/horse-colic/horse-colic.data Executable file
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2 1 530101 38.50 66 28 3 3 ? 2 5 4 4 ? ? ? 3 5 45.00 8.40 ? ? 2 2 11300 00000 00000 2
1 1 534817 39.2 88 20 ? ? 4 1 3 4 2 ? ? ? 4 2 50 85 2 2 3 2 02208 00000 00000 2
2 1 530334 38.30 40 24 1 1 3 1 3 3 1 ? ? ? 1 1 33.00 6.70 ? ? 1 2 00000 00000 00000 1
1 9 5290409 39.10 164 84 4 1 6 2 2 4 4 1 2 5.00 3 ? 48.00 7.20 3 5.30 2 1 02208 00000 00000 1
2 1 530255 37.30 104 35 ? ? 6 2 ? ? ? ? ? ? ? ? 74.00 7.40 ? ? 2 2 04300 00000 00000 2
2 1 528355 ? ? ? 2 1 3 1 2 3 2 2 1 ? 3 3 ? ? ? ? 1 2 00000 00000 00000 2
1 1 526802 37.90 48 16 1 1 1 1 3 3 3 1 1 ? 3 5 37.00 7.00 ? ? 1 1 03124 00000 00000 2
1 1 529607 ? 60 ? 3 ? ? 1 ? 4 2 2 1 ? 3 4 44.00 8.30 ? ? 2 1 02208 00000 00000 2
2 1 530051 ? 80 36 3 4 3 1 4 4 4 2 1 ? 3 5 38.00 6.20 ? ? 3 1 03205 00000 00000 2
2 9 5299629 38.30 90 ? 1 ? 1 1 5 3 1 2 1 ? 3 ? 40.00 6.20 1 2.20 1 2 00000 00000 00000 1
1 1 528548 38.10 66 12 3 3 5 1 3 3 1 2 1 3.00 2 5 44.00 6.00 2 3.60 1 1 02124 00000 00000 1
2 1 527927 39.10 72 52 2 ? 2 1 2 1 2 1 1 ? 4 4 50.00 7.80 ? ? 1 1 02111 00000 00000 2
1 1 528031 37.20 42 12 2 1 1 1 3 3 3 3 1 ? 4 5 ? 7.00 ? ? 1 2 04124 00000 00000 2
2 9 5291329 38.00 92 28 1 1 2 1 1 3 2 3 ? 7.20 1 1 37.00 6.10 1 ? 2 2 00000 00000 00000 1
1 1 534917 38.2 76 28 3 1 1 1 3 4 1 2 2 ? 4 4 46 81 1 2 1 1 02112 00000 00000 2
1 1 530233 37.60 96 48 3 1 4 1 5 3 3 2 3 4.50 4 ? 45.00 6.80 ? ? 2 1 03207 00000 00000 2
1 9 5301219 ? 128 36 3 3 4 2 4 4 3 3 ? ? 4 5 53.00 7.80 3 4.70 2 2 01400 00000 00000 1
2 1 526639 37.50 48 24 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 1 2 00000 00000 00000 2
1 1 5290481 37.60 64 21 1 1 2 1 2 3 1 1 1 ? 2 5 40.00 7.00 1 ? 1 1 04205 00000 00000 1
2 1 532110 39.4 110 35 4 3 6 ? ? 3 3 ? ? ? ? ? 55 8.7 ? ? 1 2 00000 00000 00000 2
1 1 530157 39.90 72 60 1 1 5 2 5 4 4 3 1 ? 4 4 46.00 6.10 2 ? 1 1 02111 00000 00000 2
2 1 529340 38.40 48 16 1 ? 1 1 1 3 1 2 3 5.50 4 3 49.00 6.80 ? ? 1 2 00000 00000 00000 2
1 1 521681 38.60 42 34 2 1 4 ? 2 3 1 ? ? ? 1 ? 48.00 7.20 ? ? 1 1 03111 00000 00000 2
1 9 534998 38.3 130 60 ? 3 ? 1 2 4 ? ? ? ? ? ? 50 70 ? ? 1 1 03111 00000 00000 2
1 1 533692 38.1 60 12 3 3 3 1 ? 4 3 3 2 2 ? ? 51 65 ? ? 1 1 03111 00000 00000 2
2 1 529518 37.80 60 42 ? ? ? 1 ? ? ? ? ? ? ? ? ? ? ? ? 1 2 00000 00000 00000 2
1 1 530526 38.30 72 30 4 3 3 2 3 3 3 2 1 ? 3 5 43.00 7.00 2 3.90 1 1 03111 00000 00000 1
1 1 528653 37.80 48 12 3 1 1 1 ? 3 2 1 1 ? 1 3 37.00 5.50 2 1.30 1 2 04122 00000 00000 1
1 1 5279442 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 2 2 04300 00000 00000 2
2 1 535415 37.7 48 ? 2 1 1 1 1 1 1 1 1 ? ? ? 45 76 ? ? 1 2 00000 00000 00000 2
2 1 529475 37.70 96 30 3 3 4 2 5 4 4 3 2 4.00 4 5 66.00 7.50 ? ? 2 1 04205 00000 00000 2
2 1 530242 37.20 108 12 3 3 4 2 2 4 2 ? 3 6.00 3 3 52.00 8.20 3 7.40 3 1 02207 00000 00000 1
1 1 529427 37.20 60 ? 2 1 1 1 3 3 3 2 1 ? 4 5 43.00 6.60 ? ? 1 1 02209 00000 00000 2
1 1 529663 38.20 64 28 1 1 1 1 3 1 ? ? ? ? 4 4 49.00 8.60 2 6.60 1 1 02208 00000 00000 1
1 1 529796 ? 100 30 3 3 4 2 5 4 4 3 3 ? 4 4 52.00 6.60 ? ? 1 1 01124 00000 00000 2
2 1 528812 ? 104 24 4 3 3 2 4 4 3 ? 3 ? ? 2 73.00 8.40 ? ? 3 1 07111 00000 00000 2
2 1 529493 38.30 112 16 ? 3 5 2 ? ? 1 1 2 ? ? 5 51.00 6.00 2 1.00 3 2 05205 00000 00000 1
1 1 533847 37.8 72 ? ? 3 ? 1 5 3 1 ? 1 ? 1 1 56 80 1 2 1 1 03111 00000 00000 2
2 1 528996 38.60 52 ? 1 1 1 1 3 3 2 1 1 ? 1 3 32.00 6.60 1 5.00 1 2 00000 00000 00000 1
1 9 5277409 39.20 146 96 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 2 1 02113 00000 00000 2
1 1 529498 ? 88 ? 3 3 6 2 5 3 3 1 3 ? 4 5 63.00 6.50 3 ? 2 1 04205 00000 00000 2
2 9 5288249 39.00 150 72 ? ? ? ? ? ? ? ? ? ? ? ? 47.00 8.50 ? 0.10 1 1 09400 00000 00000 1
2 1 530301 38.00 60 12 3 1 3 1 3 3 1 1 1 ? 2 2 47.00 7.00 ? ? 1 2 03111 00000 00000 2
1 1 534069 ? 120 ? 3 4 4 1 4 4 4 1 1 ? ? 5 52 67 2 2 3 1 03205 00000 00000 2
1 1 535407 35.4 140 24 3 3 4 2 4 4 ? 2 1 ? ? 5 57 69 3 2 3 1 03205 00000 00000 2
2 1 529827 ? 120 ? 4 3 4 2 5 4 4 1 1 ? 4 5 60.00 6.50 3 ? 2 1 03205 00000 00000 2
1 1 529888 37.90 60 15 3 ? 4 2 5 4 4 2 2 ? 4 5 65.00 7.50 ? ? 1 1 02305 00000 00000 1
2 1 529821 37.50 48 16 1 1 1 1 1 1 1 1 1 ? 1 ? 37.00 6.50 ? ? 1 2 00000 00000 00000 2
1 1 528890 38.90 80 44 3 3 3 2 2 3 3 2 2 7.00 3 1 54.00 6.50 3 ? 2 1 07111 00000 00000 2
2 1 529642 37.20 84 48 3 3 5 2 4 1 2 1 2 ? 2 1 73.00 5.50 2 4.10 2 2 04300 00000 00000 1
2 1 529766 38.60 46 ? 1 1 2 1 1 3 2 1 1 ? ? 2 49.00 9.10 1 1.60 1 2 03111 00000 00000 1
1 1 527706 37.40 84 36 1 ? 3 2 3 3 2 ? ? ? 4 5 ? ? 3 ? 2 1 07209 00000 00000 1
2 1 529483 ? ? ? 1 1 3 1 1 3 1 ? ? ? 2 2 43.00 7.70 ? ? 1 2 03111 00000 00000 2
2 1 530544 38.60 40 20 ? ? ? 1 ? ? ? ? ? ? ? ? 41.00 6.40 ? ? 1 2 03111 00000 00000 1
2 1 529461 40.30 114 36 3 3 1 2 2 3 3 2 1 7.00 1 5 57.00 8.10 3 4.50 3 1 07400 00000 00000 1
1 9 5282839 38.60 160 20 3 ? 5 1 3 3 4 3 ? ? 4 ? 38.00 ? 2 ? 2 1 07111 00000 00000 1
1 1 528872 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 24.00 6.70 ? ? 1 1 03112 00000 00000 2
1 1 529640 ? 64 36 2 ? 2 1 5 3 3 2 2 ? ? ? 42.00 7.70 ? ? 2 1 03209 00000 00000 2
1 1 528298 ? ? 20 4 3 3 ? 5 4 3 2 ? ? 4 4 53.00 5.90 3 ? 2 1 03205 00000 00000 1
2 1 528904 ? 96 ? 3 3 3 2 5 4 4 1 2 ? 4 5 60.00 ? ? ? 2 1 04205 00000 00000 2
2 1 530438 37.80 48 32 1 1 3 1 2 1 ? 1 1 ? 4 5 37.00 6.70 ? ? 1 2 02124 00000 00000 2
2 1 527957 38.50 60 ? 2 2 1 1 1 2 2 2 1 ? 1 1 44.00 7.70 ? ? 1 2 00000 00000 00000 2
1 1 528630 37.80 88 22 2 1 2 1 3 ? ? 2 ? ? 4 ? 64.00 8.00 1 6.00 2 1 03205 00000 00000 1
2 1 534293 38.2 130 16 4 3 4 2 2 4 4 1 1 ? ? ? 65 82 2 2 3 2 02209 01400 00000 2
1 1 529667 39.00 64 36 3 1 4 2 3 3 2 1 2 7.00 4 5 44.00 7.50 3 5.00 1 1 02113 00000 00000 1
1 1 534885 ? 60 36 3 1 3 1 3 3 2 1 1 ? 3 4 26 72 2 1 1 1 02208 00000 00000 2
2 1 534784 37.9 72 ? 1 1 5 2 3 3 1 1 3 2 3 4 58 74 1 2 1 1 02322 00000 00000 2
2 1 528931 38.40 54 24 1 1 1 1 1 3 1 2 1 ? 3 2 49.00 7.20 1 ? 1 2 03111 00000 00000 1
2 1 529777 ? 52 16 1 ? 3 1 ? ? ? 2 3 5.50 ? ? 55.00 7.20 ? ? 1 2 02124 00000 00000 2
2 1 530276 38.00 48 12 1 1 1 1 1 3 ? 1 1 ? 3 2 42.00 6.30 2 4.10 1 2 03111 00000 00000 1
2 1 528214 37.00 60 20 3 ? ? 1 3 ? 3 2 2 4.50 4 4 43.00 7.60 ? ? 3 1 02209 00000 00000 1
1 1 529424 37.80 48 28 1 1 1 1 1 2 1 2 ? ? 1 1 46.00 5.90 2 7.00 1 2 00000 00000 00000 1
1 1 5299253 37.70 56 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 2 1 02113 00000 00000 2
1 1 528469 38.10 52 24 1 1 5 1 4 3 1 2 3 7.00 1 ? 54.00 7.50 2 2.60 2 1 02112 00000 00000 1
1 9 5292929 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 37.00 4.90 ? ? 2 1 11124 00000 00000 2
1 9 534092 39.7 100 ? 3 3 5 2 2 3 ? ? ? ? ? ? 48 57 2 2 3 1 01400 00000 00000 2
1 1 534615 37.6 38 20 3 3 1 1 3 3 2 ? ? ? 3 ? 37 68 ? ? 1 1 03205 00000 00000 2
2 1 534753 38.7 52 20 2 ? 1 1 1 1 1 1 1 ? 1 1 33 77 ? ? 1 2 00000 00000 00000 2
1 1 530693 ? ? ? 3 3 3 3 5 3 3 3 2 ? 4 5 46.00 5.90 ? ? 2 1 03025 00000 00000 2
1 1 527463 37.50 96 18 1 3 6 2 3 4 2 2 3 5.00 ? 4 69.00 8.90 3 ? 1 1 02208 00000 00000 1
1 1 527518 36.40 98 35 3 3 4 1 4 3 2 ? ? ? 4 4 47.00 6.40 3 3.60 2 1 02205 00000 00000 1
1 1 534756 37.3 40 ? ? 3 1 1 2 3 2 3 1 ? 3 5 36 ? 3 2 1 1 03111 00000 00000 2
1 9 5290759 38.10 100 80 3 1 2 1 3 4 1 ? ? ? 1 ? 36.00 5.70 ? ? 1 1 03111 00000 00000 2
1 1 5279822 38.00 ? 24 3 3 6 2 5 ? 4 1 1 ? ? ? 68.00 7.80 ? ? 2 1 03205 00000 00000 2
1 1 529849 37.80 60 80 1 3 2 2 2 3 3 ? 2 5.50 4 ? 40.00 4.50 2 ? 1 1 05206 00000 00000 1
2 1 529304 38.00 54 30 2 3 3 3 3 1 2 2 2 ? ? 4 45.00 6.20 ? ? 1 2 00400 00000 00000 2
1 1 529388 ? 88 40 3 3 4 2 5 4 3 3 ? ? 4 5 50.00 7.70 3 1.40 2 1 04205 00000 00000 1
2 1 528006 ? 40 16 ? ? ? 1 ? ? ? ? ? ? ? ? 50.00 7.00 2 3.90 3 1 02208 00000 00000 1
2 1 529703 39.00 64 40 1 1 5 1 3 3 2 2 1 ? 3 3 42.00 7.50 2 2.30 1 2 05000 00000 00000 1
2 1 535381 38.3 42 10 1 1 1 1 1 1 1 ? ? ? ? ? 38 61 ? ? 1 2 00000 00000 00000 2
2 1 534197 38.0 52 16 ? ? ? ? 2 ? ? ? 3 1 1 1 53 86 ? ? 1 1 02322 00000 00000 2
2 1 529461 40.30 114 36 3 3 1 2 2 3 3 2 1 7.00 1 5 57.00 8.10 3 4.50 2 1 03205 00000 00000 1
2 1 530251 38.80 50 20 3 1 1 1 1 1 1 2 1 ? 3 1 42.00 6.20 ? ? 1 2 00000 00000 00000 2
2 1 530310 ? ? ? 3 3 1 1 5 3 3 1 1 ? 4 5 38.00 6.50 ? ? 2 1 03205 00000 00000 2
2 1 528729 37.50 48 30 4 1 3 1 ? 2 1 1 1 ? 1 1 48.00 8.60 ? ? 1 2 00000 00000 00000 2
1 1 535158 37.3 48 20 ? 1 2 1 3 3 3 2 1 ? 3 5 41 69 ? ? 1 1 03205 00000 00000 2
2 1 530319 ? 84 36 ? ? 3 1 ? 3 1 2 1 ? 3 2 44.00 8.50 ? ? 1 1 03111 00000 00000 2
1 1 534145 38.1 88 32 3 3 4 1 2 3 3 ? 3 1 4 5 55 60 ? ? 3 2 03205 00000 00000 2
2 1 534135 37.7 44 40 2 1 3 1 1 3 2 1 1 ? 1 5 41 60 ? ? 1 2 00000 00000 00000 2
2 1 530002 39.60 108 51 3 3 6 2 2 4 3 1 2 ? 3 5 59.00 8.00 2 2.60 1 2 04300 00000 00000 1
1 1 535364 38.2 40 16 3 3 1 1 1 3 ? ? ? ? 1 1 34 66 ? ? 1 2 00000 00000 00000 2
1 1 534899 ? 60 20 4 3 4 2 5 4 ? ? 1 ? 4 5 ? ? ? ? 3 1 03205 00000 00000 2
2 1 534938 38.3 40 16 3 ? 1 1 2 ? ? ? ? ? ? ? 37 57 ? ? 1 2 00000 00000 00000 2
1 9 5292489 38.00 140 68 1 1 1 1 3 3 2 ? ? ? 2 1 39.00 5.30 ? ? 1 1 07111 00000 00000 2
1 1 527563 37.80 52 24 1 3 3 1 4 4 1 2 3 5.70 2 5 48.00 6.60 1 3.70 2 1 05400 00000 00000 2
1 1 530381 ? 70 36 1 ? 3 2 2 3 2 2 ? ? 4 5 36.00 7.30 ? ? 1 1 31110 00000 00000 2
1 1 528668 38.30 52 96 ? 3 3 1 ? ? ? 1 1 ? 1 ? 43.00 6.10 ? ? 1 1 03209 00000 00000 1
2 1 529764 37.30 50 32 1 1 3 1 1 3 2 ? ? ? 1 ? 44.00 7.00 ? ? 1 2 00000 00000 00000 2
1 1 533696 38.7 60 32 4 3 2 2 4 4 4 ? ? ? 4 5 53 64 3 2 3 1 03205 00000 00000 2
1 9 5297379 38.40 84 40 3 3 2 1 3 3 3 1 1 ? ? ? 36.00 6.60 2 2.80 2 1 02205 00000 00000 1
1 1 527544 ? 70 16 3 4 5 2 2 3 2 2 1 ? 4 5 60.00 7.50 ? ? 2 1 02112 00000 00000 2
1 1 533736 38.3 40 16 3 ? ? 1 1 3 2 ? ? ? ? ? 38 58 1 2 1 1 03111 07111 00000 2
1 1 534963 ? 40 ? 2 1 1 1 1 3 1 1 1 ? ? 5 39 56 ? ? 1 1 03111 00000 00000 2
1 1 527933 36.80 60 28 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 10.00 2 1 03205 00000 00000 1
1 1 532349 38.4 44 24 3 ? 4 ? 5 4 3 2 1 ? 4 5 50 77 ? ? 1 1 03205 00000 00000 2
2 1 533723 ? ? 40 3 1 1 1 3 3 2 ? ? ? ? ? 45 70 ? ? 1 2 00000 00000 00000 2
1 1 535208 38.0 44 12 1 1 1 1 3 3 3 2 1 ? 4 5 42 65 ? ? 1 1 03205 03111 00000 2
2 1 5290482 39.50 ? ? 3 3 4 2 3 4 3 ? 3 5.50 4 5 ? 6.70 1 ? 3 1 04205 00000 00000 2
1 1 533983 36.5 78 30 1 ? 1 1 5 3 1 ? 1 ? ? ? 34 75 2 1 1 1 03112 06112 00000 2
2 1 535166 38.1 56 20 2 1 2 1 1 3 1 1 1 ? ? ? 46 70 ? ? 1 2 00000 00000 00000 2
1 1 528682 39.40 54 66 1 1 2 1 2 3 2 1 1 ? 3 4 39.00 6.00 2 ? 1 1 02206 00000 00000 1
1 1 534556 38.3 80 40 ? ? 6 2 4 3 1 ? 2 ? 1 4 67 10.2 2 1 3 1 02208 00000 00000 2
2 1 534579 38.7 40 28 2 1 1 1 3 1 1 ? ? ? 1 ? 39 62 1 1 1 2 00000 00000 00000 2
1 1 530360 38.20 64 24 1 1 3 1 4 4 3 2 1 ? 4 4 45.00 7.50 1 2.00 2 1 03205 00000 00000 1
2 1 529840 37.60 48 20 3 1 4 1 1 1 3 2 1 ? 1 1 37.00 5.50 ? ? 3 1 02205 00000 00000 2
1 1 528461 38.00 42 68 4 1 1 1 3 3 2 2 2 ? 4 4 41.00 7.60 ? ? 1 1 02205 00000 00000 2
1 1 530384 38.70 ? ? 3 1 3 1 5 4 2 ? ? ? ? ? 33.00 6.50 2 ? 1 1 31110 00000 00000 2
1 1 5262541 37.40 50 32 3 3 ? 1 4 4 1 2 1 ? 1 ? 45.00 7.90 2 1.00 1 1 02208 00000 00000 1
1 1 535330 37.4 84 20 ? ? 3 1 2 3 3 ? ? ? ? ? 31 61 ? 1 3 2 02208 00000 00000 2
1 1 527698 38.40 49 ? ? ? 1 1 ? ? 1 2 1 ? ? ? 44.00 7.60 ? ? 1 1 02206 00000 00000 2
1 1 528964 37.80 30 12 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 2 1 02113 00000 00000 2
2 1 530670 37.60 88 36 3 1 1 1 3 3 2 1 3 1.50 ? ? 44.00 6.00 ? ? 2 1 01400 00000 00000 2
? 1 534572 38.0 48 20 3 1 3 1 4 3 1 2 1 ? 3 5 43 73 2 1 ? 1 03111 00000 00000 2
2 1 530294 37.90 40 24 1 1 1 1 2 3 1 ? ? ? ? 3 40.00 5.70 ? ? 1 1 00400 00000 00000 2
1 1 527524 ? 100 ? 3 ? 4 2 5 4 ? 2 ? ? 2 ? 59.00 6.30 ? ? 2 1 04205 00000 00000 2
1 9 5287179 38.10 136 48 3 3 3 1 5 1 3 2 2 4.40 2 ? 33.00 4.90 2 2.90 2 1 02205 00000 00000 1
1 1 530693 ? ? ? 3 3 3 2 5 3 3 3 2 ? 4 5 46.00 5.90 ? ? 2 1 03025 00000 00000 2
1 1 534324 38 48 ? 1 1 1 1 1 2 4 2 2 ? 4 5 ? ? ? ? 1 1 03111 00000 00000 2
2 1 532349 38 56 ? 1 2 3 1 1 1 1 1 1 ? 1 1 42 71 ? ? 1 2 00000 00000 00000 2
2 1 534491 38 60 32 1 1 ? 1 3 3 ? 1 1 ? ? ? 50 7.0 1 1 1 2 00000 00000 00000 2
1 1 529960 38.10 44 9 3 1 1 1 2 2 1 1 1 ? 4 5 31.00 7.30 ? ? 1 2 05124 00000 00000 2
2 1 522979 36.00 42 30 ? ? 5 1 ? ? ? ? ? ? ? ? 64.00 6.80 ? ? 2 2 01400 00000 00000 2
1 1 530402 ? 120 ? 4 3 6 2 5 4 4 ? ? ? 4 5 57.00 4.50 3 3.90 2 1 03205 00000 00000 1
1 1 529424 37.80 48 28 1 1 1 2 1 2 1 2 ? ? 1 1 46.00 5.90 2 7.00 1 2 00000 00000 00000 1
1 1 534519 37.1 84 40 3 3 6 1 2 4 4 3 2 2 4 5 75 81 ? ? 3 2 01400 00000 00000 2
2 1 535246 ? 80 32 3 3 2 1 2 3 3 2 1 ? 3 ? 50 80 ? ? 1 1 00000 00000 00000 2
1 1 534115 38.2 48 ? 1 3 3 1 3 4 4 1 3 2 4 5 42 71 ? ? 1 1 03111 00000 00000 2
2 1 530001 38.00 44 12 2 1 3 1 3 4 3 1 2 6.50 1 4 33.00 6.50 ? ? 2 1 02209 00000 00000 2
1 1 529272 38.30 132 ? ? 3 6 2 2 4 2 2 3 6.20 4 4 57.00 8.00 ? 5.20 1 1 02112 00000 00000 1
2 1 535314 38.7 48 24 ? ? ? ? 1 1 ? 1 1 ? 1 ? 34 63 ? ? 1 2 00000 00000 00000 2
2 1 533793 38.9 44 14 3 1 1 1 2 3 2 ? ? ? ? 2 33 64 ? ? 1 2 00000 00000 00000 2
1 1 529399 39.30 ? ? 4 3 6 2 4 4 2 1 3 4.00 4 4 75.00 ? 3 4.30 2 1 02207 00000 00000 1
1 1 533836 ? 100 ? 3 3 4 2 ? 4 4 2 1 2 ? ? 68 64 3 2 1 1 02209 00000 00000 2
2 1 528804 38.60 48 20 3 1 1 1 1 3 2 2 1 ? 3 2 50.00 7.30 1 ? 1 2 03111 00000 00000 1
2 1 535163 38.8 48 40 1 1 3 1 3 3 4 2 ? ? ? 5 41 65 ? ? 1 1 04124 00000 000000 2
2 1 528247 38.00 48 20 3 3 4 1 1 4 2 2 ? 5.00 ? 2 49.00 8.30 1 ? 1 2 00400 00000 00000 1
2 1 528996 38.60 52 20 1 1 1 1 3 3 2 1 1 ? 1 3 36.00 6.60 1 5.00 1 2 00000 00000 00000 1
1 1 533928 37.8 60 24 1 ? 3 2 ? 4 4 2 3 2 ? 5 52 75 ? ? 3 1 02205 00000 00000 2
2 1 528248 38.00 42 40 3 1 1 1 3 3 1 ? ? ? ? ? ? ? ? ? 1 2 03111 00000 00000 2
2 1 528134 ? ? 12 1 1 2 1 2 1 2 3 1 ? 1 3 44.00 7.50 2 ? 1 2 00000 00000 00000 1
1 1 527916 ? ? ? ? ? ? ? 4 ? ? 1 1 ? ? 5 35 58 2 1 1 1 04205 00000 00000 2
1 1 530431 38.30 42 24 ? ? ? 1 ? ? ? ? ? ? ? ? 40.00 8.50 ? ? 2 1 07113 00000 00000 2
2 1 535176 39.5 60 10 3 ? ? 2 3 3 2 2 1 ? 3 ? 38 56 1 ? 1 2 00000 00000 00000 2
1 1 533942 38 66 20 1 3 3 1 5 3 1 1 1 ? 3 ? 46 46 3 2 3 1 06209 00000 00000 2
1 1 528523 38.70 76 ? 1 1 5 2 3 3 2 2 2 ? 4 4 50.00 8.00 ? ? 1 1 02208 00000 00000 1
1 1 534925 39.4 120 48 ? ? 5 1 ? 3 3 1 ? ? 4 ? 56 64 1 2 3 2 01400 00000 00000 2
1 1 527916 38.30 40 18 1 1 1 1 3 1 1 ? ? ? 2 1 43.00 5.90 1 ? 1 2 00000 00000 00000 1
2 1 528299 ? 44 24 1 1 1 1 3 3 1 2 1 ? ? 1 ? 6.30 ? ? 1 2 03111 00000 00000 2
1 1 530254 38.40 104 40 1 1 3 1 2 4 2 2 3 6.50 ? 4 55.00 8.50 ? ? 1 1 02124 00000 00000 2
1 1 535085 ? 65 24 ? ? ? 2 5 ? 4 3 1 ? ? 5 ? ? ? ? 3 1 03205 00000 00000 2
2 1 532985 37.5 44 20 1 1 3 1 ? 1 1 ? ? ? 1 ? 35 7.2 ? ? 1 2 00000 00000 00000 2
2 1 527677 39.00 86 16 3 3 5 ? 3 3 3 ? 2 ? ? ? 68.00 5.80 3 6.00 2 1 05400 00000 00000 1
1 1 535292 38.5 129 48 3 3 3 1 2 4 3 1 3 2 ? ? 57 66 3 2 1 1 02206 00000 00000 2
1 1 529729 ? 104 ? 3 3 5 2 2 4 3 ? 3 ? 4 4 69.00 8.60 2 3.40 2 1 02207 00000 00000 1
2 1 518476 ? ? ? 3 4 6 ? 4 ? 4 ? ? ? ? ? ? ? ? ? 2 1 03400 00000 00000 1
1 1 527929 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 1 1 02208 00000 00000 2
1 1 535130 38.2 60 30 1 1 3 1 3 3 1 2 1 ? 3 2 48 66 ? ? 1 1 06112 00000 00000 2
1 1 523190 ? 68 14 ? ? 4 1 4 ? ? ? 1 4.30 ? ? ? ? 2 2.80 2 1 04205 00000 00000 1
1 1 533968 ? 60 30 3 3 4 2 5 4 4 1 1 ? 4 ? 45 70 3 2 1 1 06111 03111 00000 2
2 1 528151 38.50 100 ? 3 3 5 2 4 3 4 2 1 ? 4 5 ? ? ? ? 3 2 01111 00000 00000 1
1 1 530239 38.40 84 30 3 1 5 2 4 3 3 2 3 6.50 4 4 47.00 7.50 3 ? 2 1 02300 00000 00000 2
2 1 528305 37.80 48 14 ? ? 1 1 3 ? 2 1 3 5.30 1 ? 35.00 7.50 ? ? 1 2 03111 00000 00000 1
1 1 5279822 38.00 ? 24 3 3 6 2 5 ? 4 1 1 ? ? ? 68.00 7.80 ? ? 2 1 02205 00000 00000 2
2 1 534857 37.8 56 16 1 1 2 1 2 1 1 2 1 ? 1 ? 44 68 1 1 1 2 00000 00000 00000 2
2 1 534053 38.2 68 32 2 2 2 1 1 1 1 3 1 ? 1 1 43 65 ? ? 1 2 00000 00000 00000 2
1 1 534833 38.5 120 60 4 3 6 2 ? 3 ? ? ? ? ? ? 54 ? ? ? 1 1 05400 00000 00000 2
1 1 5278331 39.30 64 90 2 3 1 1 ? 3 1 1 2 ? ? ? 39.00 6.70 ? ? 1 1 21110 00000 00000 2
1 1 527365 38.40 80 30 4 3 1 1 3 3 3 3 3 ? 4 5 32.00 6.10 3 4.30 1 1 07209 00000 00000 1
1 1 533887 38.5 60 ? 1 1 ? 1 ? 1 1 ? ? ? ? ? 33 53 1 ? 1 1 04111 00000 00000 2
1 1 5299603 38.30 60 16 3 1 1 1 2 1 1 2 2 3.00 1 4 30.00 6.00 1 3.00 1 1 31110 00000 00000 2
1 1 528742 37.10 40 8 ? 1 4 1 3 3 1 1 1 ? 3 3 23.00 6.70 3 ? 1 1 03133 00000 00000 1
2 9 5287279 ? 100 44 2 1 1 1 4 1 1 ? ? ? 1 ? 37.00 4.70 ? ? 1 2 07111 00000 00000 2
1 1 534788 38.2 48 18 1 1 1 1 3 3 3 1 2 ? 4 ? 48 74 1 2 1 1 05111 00000 00000 2
1 1 529373 ? 60 48 3 3 4 2 4 3 4 ? ? ? ? ? 58.00 7.60 ? ? 2 1 03205 00000 00000 2
2 1 534163 37.9 88 24 1 1 2 1 2 2 1 ? ? ? 4 1 37 56 ? ? 1 2 00000 00000 00000 2
2 1 533697 38.0 44 12 3 1 1 ? ? 1 2 ? ? ? 1 ? 42 64 ? ? 1 2 00000 00000 00000 2
2 1 529628 38.50 60 20 1 1 5 2 2 2 1 2 1 ? 2 3 63.00 7.50 2 2.30 3 2 00300 00000 00000 1
2 1 521399 38.50 96 36 3 3 ? 2 2 4 2 1 2 ? 4 5 70.00 8.50 ? ? 2 1 01400 00000 00000 1
2 1 533885 38.3 60 20 1 1 1 2 1 3 1 ? ? ? 3 ? 34 66 ? ? 1 2 00000 00000 00000 2
2 1 534157 38.5 60 40 3 1 2 1 2 1 2 ? ? ? 3 2 49 59 ? ? 1 2 00000 00000 00000 2
1 1 528047 37.30 48 12 1 ? 3 1 3 1 3 2 1 ? 3 3 40.00 6.60 2 ? 1 1 03205 00000 00000 1
1 1 528641 38.50 86 ? 1 1 3 1 4 4 3 2 1 ? 3 5 45.00 7.40 1 3.40 2 1 03209 00000 00000 1
1 1 534073 37.5 48 40 ? ? ? ? ? ? ? 1 1 ? ? 5 41 55 3 2 3 1 02208 00000 00000 2
2 1 529685 37.20 36 9 1 1 1 1 2 3 1 2 1 ? 4 1 35.00 5.70 ? ? 1 2 31110 00000 00000 2
1 1 529528 39.20 ? 23 3 1 3 1 4 4 2 2 ? ? ? ? 36.00 6.60 1 3.00 1 1 03115 00000 00000 1
2 1 528151 38.50 100 ? 3 3 5 2 4 3 4 2 1 ? 4 5 ? ? ? ? 3 2 04124 00000 00000 2
1 1 535137 38.5 96 30 2 3 4 2 4 4 3 2 1 ? 3 5 50 65 ? ? 1 1 06111 03112 00000 2
1 1 530297 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 45.00 8.70 ? ? 2 1 02208 00000 00000 2
1 1 535338 37.8 88 80 3 3 5 2 ? 3 3 2 3 ? 4 5 64 89 ? ? 3 1 03205 00000 00000 2
2 1 534478 37.5 44 10 3 1 1 1 3 1 2 2 ? ? 3 3 43 51 1 1 1 2 00000 00000 00000 2
1 1 530401 37.90 68 20 ? 1 2 1 2 4 2 ? ? ? 1 5 45.00 4.00 3 2.80 2 1 05400 00000 00000 1
1 1 529893 38.00 86 24 4 3 4 1 2 4 4 1 1 ? 4 5 45.00 5.50 1 10.10 2 1 03111 00000 00000 1
1 9 5294369 38.90 120 30 1 3 2 2 3 3 3 3 1 3.00 ? ? 47.00 6.30 1 ? 1 2 02124 00000 00000 2
1 1 528183 37.60 45 12 3 1 3 1 ? 2 2 2 1 ? 1 4 39.00 7.00 2 1.50 1 1 02112 00000 00000 1
2 1 529183 38.60 56 32 2 1 1 1 1 1 1 2 ? ? 2 ? 40.00 7.00 2 2.10 1 2 00000 00000 00000 1
1 1 529135 37.80 40 12 1 1 1 1 1 2 1 2 1 ? 1 2 38.00 7.00 ? ? 1 1 03111 00000 00000 2
2 1 528977 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 1 2 00000 00000 00000 2
1 1 5279441 38.00 76 18 ? ? ? 2 ? ? ? ? ? ? ? ? 71.00 11.00 ? ? 1 1 02209 00000 00000 1
1 1 535240 38.1 40 36 1 2 2 1 2 2 ? ? ? ? ? ? ? ? ? ? 3 1 03112 00000 00000 2
1 1 529736 ? 52 28 3 3 4 1 3 4 3 2 1 ? 4 4 37.00 8.10 ? ? 1 1 02111 00000 00000 2
1 1 535029 39.2 88 58 4 4 ? 2 5 4 ? ? ? ? ? ? ? ? 2 2 3 2 03205 00000 00000 2
1 1 535031 38.5 92 40 4 3 ? 1 2 4 3 ? ? ? 4 ? 46 67 2 2 1 1 02208 00000 00000 2
1 1 528800 ? 112 13 4 4 4 1 2 3 1 2 1 4.50 4 4 60.00 6.30 3 ? 1 1 02205 00000 00000 1
1 1 528178 37.70 66 12 1 1 3 1 3 3 2 2 ? ? 4 4 31.50 6.20 2 1.60 1 1 02208 00000 00000 1
1 1 535392 38.8 50 14 1 1 1 1 3 1 1 1 1 ? 3 5 38 58 ? ? 1 1 03111 00000 00000 2
2 1 528931 38.40 54 24 1 1 1 1 1 3 1 2 1 ? 3 2 49.00 7.20 1 8.00 1 2 03111 00000 00000 1
1 1 528503 39.20 120 20 4 3 5 2 2 3 3 1 3 ? ? 4 60.00 8.80 3 ? 2 1 02205 00000 00000 2
1 9 5289419 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 45.00 6.50 2 ? 1 1 09000 00000 00000 1
1 1 535196 37.3 90 40 3 ? 6 2 5 4 3 2 2 ? 1 5 65 50 3 2 3 1 03205 00000 00000 2
1 9 534597 38.5 120 70 ? ? ? ? ? 1 ? 2 ? ? 1 ? 35 54 1 1 1 1 04205 03111 02209 2
1 1 534280 38.5 104 40 3 3 ? 1 4 3 4 ? ? ? ? ? ? ? ? ? 1 1 02124 00000 00000 2
2 1 530028 39.50 92 28 3 3 6 1 5 4 1 ? 3 ? 4 ? 72.00 6.40 ? 3.60 2 2 03300 00000 00000 2
1 1 5262543 38.50 30 18 ? ? ? ? ? ? ? ? ? ? ? ? 40.00 7.70 ? ? 1 1 02113 00000 00000 2
1 1 530526 38.30 72 30 4 3 3 2 3 3 3 2 1 ? 3 5 43.00 7.00 2 3.90 1 1 03113 00000 00000 1
2 1 528729 37.50 48 30 4 1 3 1 ? 2 1 1 1 ? 1 1 48.00 8.60 ? ? 1 2 00400 00000 00000 2
1 1 528469 38.10 52 24 1 1 5 1 4 3 1 2 3 7.00 1 ? 54.00 7.50 2 2.60 2 1 02206 00000 00000 1
2 1 528179 38.20 42 26 1 1 1 1 3 1 2 ? ? ? 1 ? 36.00 6.90 ? ? 1 2 03111 00000 00000 2
2 1 533750 37.9 54 42 2 1 5 1 3 1 1 ? 1 ? ? 2 47 54 3 1 1 2 00000 00000 00000 2
2 1 528702 36.10 88 ? 3 3 3 1 3 3 2 2 3 ? ? 4 45.00 7.00 3 4.80 3 1 02209 00000 00000 1
1 1 534183 38.1 70 22 ? 1 ? 1 5 3 ? ? ? ? ? 5 36 65 ? ? 3 1 03205 00000 00000 2
1 1 529160 38.00 90 30 4 3 4 2 5 4 4 ? ? ? 4 5 55.00 6.10 ? ? 2 1 03205 00000 00000 2
1 1 529045 38.20 52 16 1 1 2 1 1 2 1 1 1 ? 1 ? 43.00 8.10 ? ? 1 2 00000 00000 00000 1
1 1 530354 ? 36 32 1 1 4 1 5 3 3 2 3 4.00 ? 4 41.00 5.90 ? ? 2 1 02205 00000 00000 2
1 1 5281091 38.40 92 20 1 ? ? 2 ? 3 3 ? ? ? 1 ? ? ? ? ? 1 1 02208 00000 00000 1
1 9 5291409 38.20 124 88 1 3 2 1 2 3 4 ? ? ? ? ? 47.00 8.00 1 ? 1 1 09400 00000 00000 1
2 1 528904 ? 96 ? 3 3 3 2 5 4 4 ? 1 ? 4 5 60.00 ? ? ? 2 1 41110 00000 00000 2
1 1 530366 37.60 68 32 3 ? 3 1 4 2 4 2 2 6.50 1 5 47.00 7.20 1 ? 1 1 03209 00000 00000 2
1 1 530170 38.10 88 24 3 3 4 1 5 4 3 2 1 ? 3 4 41.00 4.60 ? ? 2 1 02209 00000 00000 2
1 1 527709 38.00 108 60 2 3 4 1 4 3 3 2 ? ? 3 4 ? ? 3 ? 1 1 02205 00000 00000 2
2 1 528169 38.20 48 ? 2 ? 1 2 3 3 1 2 1 ? ? 2 34.00 6.60 ? ? 1 2 03111 00000 00000 2
1 1 535043 39.3 100 51 4 4 6 1 2 4 1 1 3 2 ? 4 66 13 3 2 3 1 02113 00000 00000 2
2 1 527940 36.60 42 18 3 3 2 1 1 4 1 1 1 ? ? 5 52.00 7.10 ? ? 2 1 05111 00000 00000 2
1 9 5291719 38.80 124 36 3 1 2 1 2 3 4 1 1 ? 4 4 50.00 7.60 3 ? 2 1 02208 00000 00000 1
2 1 530561 ? 112 24 3 3 4 2 5 4 2 ? ? ? 4 ? 40.00 5.30 3 2.60 1 2 00400 00000 00000 1
1 1 533738 ? 80 ? 3 3 3 1 4 4 4 ? ? ? 4 5 43 70 ? ? 1 1 03111 00000 00000 2
1 9 5294539 38.80 184 84 1 ? 1 1 4 1 3 ? ? ? 2 ? 33.00 3.30 ? ? 2 1 07111 00000 00000 2
1 1 533871 37.5 72 ? 2 1 1 1 2 1 1 1 1 ? 1 ? 35 65 2 2 3 1 07209 00000 00000 2
1 1 529812 38.70 96 28 3 3 4 1 ? 4 ? ? 3 7.50 ? ? 64.00 9.00 ? ? 2 1 02205 00000 00000 1
2 1 534719 37.5 52 12 1 1 1 1 2 3 2 2 1 ? 3 5 36 61 1 1 1 2 00000 00000 00000 2
1 1 527734 40.80 72 42 3 3 1 1 2 3 1 2 1 ? ? ? 54.00 7.40 3 ? 2 1 11400 00000 00000 1
2 1 534933 38 40 25 ? 1 1 1 4 3 2 1 1 ? 4 ? 37 69 ? ? 1 2 00000 00000 00000 2
2 1 529296 38.40 48 16 2 1 1 1 1 ? 2 2 1 ? ? 2 39.00 6.50 ? ? 1 2 03111 00000 00000 1
2 9 5305629 38.60 88 28 ? ? ? ? ? ? ? ? ? ? ? ? 35.00 5.90 ? ? 1 2 00000 00000 00000 2
1 1 528743 37.10 75 36 ? ? 3 2 4 4 2 2 3 5.00 4 4 48.00 7.40 3 3.20 2 1 12208 00000 00000 1
1 1 530478 38.30 44 21 3 1 2 1 3 3 3 2 1 ? 1 5 44.00 6.50 2 4.40 1 1 02209 00000 00000 1
2 1 528590 ? 56 68 3 1 1 1 3 3 1 2 1 ? 1 ? 40.00 6.00 ? ? 3 1 05206 00000 00000 2
2 1 529865 38.60 68 20 2 1 3 1 3 3 2 1 1 ? 1 5 38.00 6.50 1 ? 1 2 05124 00000 00000 1
2 1 527829 38.30 54 18 3 1 2 1 2 3 2 ? 3 5.40 ? 4 44.00 7.20 3 ? 1 2 02124 00000 00000 1
1 1 534403 38.2 42 20 ? ? 1 1 ? 3 ? ? ? ? 3 ? 47 60 ? ? 1 2 00000 00000 00000 2
1 1 527883 39.30 64 90 2 3 1 1 ? 3 1 1 2 6.50 1 5 39.00 6.70 ? ? 1 1 31110 00000 00000 2
1 1 528570 37.50 60 50 3 3 1 1 3 3 2 2 2 3.50 3 4 35.00 6.50 ? ? 2 1 02209 00000 00000 2
1 1 534626 37.7 80 ? 3 3 6 1 5 4 1 2 3 ? 3 1 50 55 3 2 1 1 04206 00000 00000 2
1 1 529796 ? 100 30 3 3 4 2 5 4 4 3 3 ? 4 4 52.00 6.60 ? ? 1 1 02124 00000 00000 2
1 1 528638 37.70 120 28 3 3 3 1 5 3 3 1 1 ? ? ? 65.00 7.00 3 ? 2 1 04205 00000 00000 1
1 1 534624 ? 76 ? ? 3 ? ? ? 4 4 ? ? ? ? 5 ? ? ? ? 3 1 11124 00000 00000 2
1 9 5297159 38.80 150 50 1 3 6 2 5 3 2 1 1 ? ? ? 50.00 6.20 ? ? 2 1 04207 00000 00000 2
1 1 534787 38.0 36 16 3 1 1 1 4 2 2 3 3 2 3 ? 37 75 2 1 3 2 03111 00000 00000 2
2 1 528620 36.90 50 40 2 3 3 1 1 3 2 3 1 7.00 ? ? 37.50 6.50 ? ? 1 2 03111 00000 00000 2
2 1 528019 37.80 40 16 1 1 1 1 1 1 1 ? ? ? 1 1 37.00 6.80 ? ? 1 2 00000 00000 00000 2
2 1 529172 38.20 56 40 4 3 1 1 2 4 3 2 2 7.50 ? ? 47.00 7.20 1 2.50 1 2 08300 00000 00000 1
1 1 534644 38.6 48 12 ? ? 1 ? 1 1 ? ? ? ? ? ? 36 67 ? ? 1 2 00000 00000 00000 2
2 1 530624 40.00 78 ? 3 3 5 1 2 3 1 1 1 ? 4 1 66.00 6.50 ? ? 2 1 08400 00000 00000 1
1 1 527544 ? 70 16 3 4 5 2 2 3 2 2 1 ? 4 5 60.00 7.50 ? ? 2 1 01400 00000 00000 2
1 1 527758 38.20 72 18 ? ? ? ? ? ? ? ? ? ? ? ? 35.00 6.40 ? ? 1 1 03124 00000 00000 2
2 1 530439 38.50 54 ? 1 1 1 1 3 1 1 2 1 ? 1 ? 40.00 6.80 2 7.00 1 2 00000 00000 00000 1
1 1 5283431 38.50 66 24 1 1 1 1 3 3 1 2 1 ? 4 5 40.00 6.70 1 ? 1 1 31110 00000 00000 1
2 1 5275212 37.80 82 12 3 1 1 2 4 ? 3 1 3 ? ? ? 50.00 7.00 ? ? 3 1 02205 00000 00000 2
2 9 5305129 39.50 84 30 ? ? ? 1 ? ? ? ? ? ? ? ? 28.00 5.00 ? ? 1 2 00000 00000 00000 2
1 1 529428 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 1 1 02124 00000 00000 2
1 1 529126 38.00 50 36 ? 1 1 1 3 2 2 ? ? ? 3 ? 39.00 6.60 1 5.30 1 1 08400 00000 00000 1
2 1 535054 38.6 45 16 2 1 2 1 1 1 ? ? ? ? 1 1 43 58 ? ? 1 2 00000 00000 00000 2
1 1 528890 38.90 80 44 3 3 3 1 2 3 3 2 2 7.00 3 1 54.00 6.50 3 ? 2 1 07111 00000 00000 2
1 1 530034 37.00 66 20 1 3 2 1 4 3 3 1 ? ? 1 5 35.00 6.90 2 ? 2 1 31110 00000 00000 2
1 1 534004 ? 78 24 3 3 3 1 ? 3 ? 2 1 ? ? 4 43 62 ? 2 3 2 02209 00000 00000 2
2 1 533902 38.5 40 16 1 1 1 1 2 1 1 ? ? ? 3 2 37 67 ? ? 1 2 00000 00000 00000 2
1 1 533886 ? 120 70 4 ? 4 2 2 4 ? ? ? ? ? 5 55 65 ? ? 3 2 03205 00000 00000 2
2 1 527702 37.20 72 24 3 2 4 2 4 3 3 3 1 ? 4 4 44.00 ? 3 3.30 3 1 02208 00000 00000 1
1 1 529386 37.50 72 30 4 3 4 1 4 4 3 2 1 ? 3 5 60.00 6.80 ? ? 2 1 03205 00000 00000 2
1 1 530612 36.50 100 24 3 3 3 1 3 3 3 3 1 ? 4 4 50.00 6.00 3 3.40 1 1 02208 00000 00000 1
1 1 534618 37.2 40 20 ? ? ? ? ? ? ? ? ? ? 4 1 36 62 1 1 3 2 06112 00000 00000 2

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data/tanveer/horse-colic/horse-colic.names Executable file
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1. TItle: Horse Colic database
2. Source Information
-- Creators: Mary McLeish & Matt Cecile
Department of Computer Science
University of Guelph
Guelph, Ontario, Canada N1G 2W1
mdmcleish@water.waterloo.edu
-- Donor: Will Taylor (taylor@pluto.arc.nasa.gov)
-- Date: 8/6/89
3. Past Usage:
-- Unknown
4. Relevant Information:
-- 2 data files
-- horse-colic.data: 300 training instances
-- horse-colic.test: 68 test instances
-- Possible class attributes: 24 (whether lesion is surgical)
-- others include: 23, 25, 26, and 27
-- Many Data types: (continuous, discrete, and nominal)
5. Number of Instances: 368 (300 for training, 68 for testing)
6. Number of attributes: 28
7. Attribute Information:
1: surgery?
1 = Yes, it had surgery
2 = It was treated without surgery
2: Age
1 = Adult horse
2 = Young (< 6 months)
3: Hospital Number
- numeric id
- the case number assigned to the horse
(may not be unique if the horse is treated > 1 time)
4: rectal temperature
- linear
- in degrees celsius.
- An elevated temp may occur due to infection.
- temperature may be reduced when the animal is in late shock
- normal temp is 37.8
- this parameter will usually change as the problem progresses
eg. may start out normal, then become elevated because of
the lesion, passing back through the normal range as the
horse goes into shock
5: pulse
- linear
- the heart rate in beats per minute
- is a reflection of the heart condition: 30 -40 is normal for adults
- rare to have a lower than normal rate although athletic horses
may have a rate of 20-25
- animals with painful lesions or suffering from circulatory shock
may have an elevated heart rate
6: respiratory rate
- linear
- normal rate is 8 to 10
- usefulness is doubtful due to the great fluctuations
7: temperature of extremities
- a subjective indication of peripheral circulation
- possible values:
1 = Normal
2 = Warm
3 = Cool
4 = Cold
- cool to cold extremities indicate possible shock
- hot extremities should correlate with an elevated rectal temp.
8: peripheral pulse
- subjective
- possible values are:
1 = normal
2 = increased
3 = reduced
4 = absent
- normal or increased p.p. are indicative of adequate circulation
while reduced or absent indicate poor perfusion
9: mucous membranes
- a subjective measurement of colour
- possible values are:
1 = normal pink
2 = bright pink
3 = pale pink
4 = pale cyanotic
5 = bright red / injected
6 = dark cyanotic
- 1 and 2 probably indicate a normal or slightly increased
circulation
- 3 may occur in early shock
- 4 and 6 are indicative of serious circulatory compromise
- 5 is more indicative of a septicemia
10: capillary refill time
- a clinical judgement. The longer the refill, the poorer the
circulation
- possible values
1 = < 3 seconds
2 = >= 3 seconds
11: pain - a subjective judgement of the horse's pain level
- possible values:
1 = alert, no pain
2 = depressed
3 = intermittent mild pain
4 = intermittent severe pain
5 = continuous severe pain
- should NOT be treated as a ordered or discrete variable!
- In general, the more painful, the more likely it is to require
surgery
- prior treatment of pain may mask the pain level to some extent
12: peristalsis
- an indication of the activity in the horse's gut. As the gut
becomes more distended or the horse becomes more toxic, the
activity decreases
- possible values:
1 = hypermotile
2 = normal
3 = hypomotile
4 = absent
13: abdominal distension
- An IMPORTANT parameter.
- possible values
1 = none
2 = slight
3 = moderate
4 = severe
- an animal with abdominal distension is likely to be painful and
have reduced gut motility.
- a horse with severe abdominal distension is likely to require
surgery just tio relieve the pressure
14: nasogastric tube
- this refers to any gas coming out of the tube
- possible values:
1 = none
2 = slight
3 = significant
- a large gas cap in the stomach is likely to give the horse
discomfort
15: nasogastric reflux
- possible values
1 = none
2 = > 1 liter
3 = < 1 liter
- the greater amount of reflux, the more likelihood that there is
some serious obstruction to the fluid passage from the rest of
the intestine
16: nasogastric reflux PH
- linear
- scale is from 0 to 14 with 7 being neutral
- normal values are in the 3 to 4 range
17: rectal examination - feces
- possible values
1 = normal
2 = increased
3 = decreased
4 = absent
- absent feces probably indicates an obstruction
18: abdomen
- possible values
1 = normal
2 = other
3 = firm feces in the large intestine
4 = distended small intestine
5 = distended large intestine
- 3 is probably an obstruction caused by a mechanical impaction
and is normally treated medically
- 4 and 5 indicate a surgical lesion
19: packed cell volume
- linear
- the # of red cells by volume in the blood
- normal range is 30 to 50. The level rises as the circulation
becomes compromised or as the animal becomes dehydrated.
20: total protein
- linear
- normal values lie in the 6-7.5 (gms/dL) range
- the higher the value the greater the dehydration
21: abdominocentesis appearance
- a needle is put in the horse's abdomen and fluid is obtained from
the abdominal cavity
- possible values:
1 = clear
2 = cloudy
3 = serosanguinous
- normal fluid is clear while cloudy or serosanguinous indicates
a compromised gut
22: abdomcentesis total protein
- linear
- the higher the level of protein the more likely it is to have a
compromised gut. Values are in gms/dL
23: outcome
- what eventually happened to the horse?
- possible values:
1 = lived
2 = died
3 = was euthanized
24: surgical lesion?
- retrospectively, was the problem (lesion) surgical?
- all cases are either operated upon or autopsied so that
this value and the lesion type are always known
- possible values:
1 = Yes
2 = No
25, 26, 27: type of lesion
- first number is site of lesion
1 = gastric
2 = sm intestine
3 = lg colon
4 = lg colon and cecum
5 = cecum
6 = transverse colon
7 = retum/descending colon
8 = uterus
9 = bladder
11 = all intestinal sites
00 = none
- second number is type
1 = simple
2 = strangulation
3 = inflammation
4 = other
- third number is subtype
1 = mechanical
2 = paralytic
0 = n/a
- fourth number is specific code
1 = obturation
2 = intrinsic
3 = extrinsic
4 = adynamic
5 = volvulus/torsion
6 = intussuption
7 = thromboembolic
8 = hernia
9 = lipoma/slenic incarceration
10 = displacement
0 = n/a
28: cp_data
- is pathology data present for this case?
1 = Yes
2 = No
- this variable is of no significance since pathology data
is not included or collected for these cases
8. Missing values: 30% of the values are missing

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2 1 528626 38.50 54 20 ? 1 2 2 3 4 1 2 2 5.90 ? 2 42.00 6.30 ? ? 1 2 03111 00000 00000 1
2 1 527950 37.60 48 36 ? ? 1 1 ? 3 ? ? ? ? ? ? 44.00 6.30 1 5.00 1 2 03111 00000 00000 1
1 1 535263 37.7 44 28 ? 4 3 2 5 4 4 1 1 ? 3 5 45 70 3 2 1 1 03205 00000 00000 2
1 1 534523 37 56 24 3 1 4 2 4 4 3 1 1 ? ? ? 35 61 3 2 3 2 02205 02208 00000 2
2 1 528926 38.00 42 12 3 ? 3 1 1 ? 1 ? ? ? ? 2 37.00 5.80 ? ? 1 2 03111 00000 00000 2
1 1 534922 ? 60 40 3 ? 1 1 ? 4 ? 3 2 ? ? 5 42 72 ? ? 1 1 03111 00000 00000 2
2 1 527642 38.40 80 60 3 2 2 1 3 2 1 2 2 ? 1 1 54.00 6.90 ? ? 1 2 00000 00000 00000 2
2 1 5279821 37.80 48 12 2 1 2 1 3 ? 1 2 ? ? 2 ? 48.00 7.30 1 ? 1 2 00000 00000 00000 1
? 1 534790 38.0 65 40 ? 1 4 2 2 ? ? ? ? ? ? 5 ? ? ? ? ? 1 03111 03205 00000 2
2 1 5275211 37.90 45 36 3 3 3 2 2 3 1 2 1 ? 3 ? 33.00 5.70 3 ? 1 1 02205 00000 00000 1
2 1 5278332 39.00 84 12 3 1 5 1 2 4 2 1 2 7.00 ? 4 62.00 5.90 2 2.20 2 1 02208 00000 00000 1
2 1 528959 38.20 60 24 3 1 3 2 3 3 2 3 3 ? 4 4 53.00 7.50 2 1.40 1 2 01124 00000 00000 1
1 1 534921 ? 140 ? ? ? 4 2 5 4 4 1 1 ? ? 5 30 69 ? ? 2 2 06112 00000 00000 2
1 1 528999 37.90 120 60 3 3 3 1 5 4 4 2 2 7.50 4 5 52.00 6.60 3 1.80 2 1 03205 00000 00000 1
2 1 528067 38.00 72 36 1 1 3 1 3 ? 2 2 1 ? 3 5 38.00 6.80 2 2.00 1 2 03124 00000 00000 1
2 9 5291329 38.00 92 28 1 1 2 1 1 3 2 3 ? 7.20 ? ? 37.00 6.10 1 1.10 1 2 00000 00000 00000 1
1 1 529478 38.30 66 30 2 3 1 1 2 4 3 3 2 8.50 4 5 37.00 6.00 ? ? 1 1 05111 00000 00000 2
2 1 529991 37.50 48 24 3 1 1 1 2 1 ? 1 1 ? 3 2 43.00 6.00 1 2.80 1 2 07111 00000 00000 1
1 1 530033 37.50 88 20 2 3 3 1 4 3 3 ? ? ? ? ? 35.00 6.40 1 ? 2 1 02205 00000 00000 2
2 9 5299049 ? 150 60 4 4 4 2 5 4 4 ? ? ? ? ? ? ? ? ? 2 1 01400 00000 00000 2
1 1 534497 39.7 100 30 ? ? 6 2 4 4 3 1 ? ? 4 5 65 75 ? ? 3 1 03205 00000 00000 2
1 1 528369 38.30 80 ? 3 3 4 2 5 4 3 2 1 ? 4 4 45.00 7.50 2 4.60 1 1 03209 00000 00000 1
2 1 530107 37.50 40 32 3 1 3 1 3 2 3 2 1 ? ? 5 32.00 6.40 1 1.10 1 1 03124 00000 00000 1
1 1 530239 38.40 84 30 3 1 5 2 4 3 3 2 3 6.50 4 4 47.00 7.50 3 ? 2 1 06111 00000 00000 2
1 1 530505 38.10 84 44 4 ? 4 2 5 3 1 1 3 5.00 ? 4 60.00 6.80 ? 5.70 2 1 02209 00000 00000 1
2 1 529567 38.70 52 ? 1 1 1 1 1 3 1 ? ? ? 1 3 4.00 74.00 ? ? 1 2 00000 00000 00000 2
2 1 529597 38.10 44 40 2 1 3 1 3 3 1 ? ? ? 1 3 35.00 6.80 ? ? 1 2 00000 00000 00000 2
2 1 534429 38.4 52 20 2 1 3 1 1 3 2 2 1 ? 3 5 41 63 1 1 1 2 00000 00000 00000 2
1 1 529629 38.20 60 ? 1 ? 3 1 2 1 1 1 1 ? 4 4 43.00 6.20 2 3.90 1 1 02206 00000 00000 1
2 1 528382 37.70 40 18 1 1 1 ? 3 2 1 1 1 ? 3 3 36.00 3.50 ? ? 1 2 00400 00000 00000 2
1 1 534898 39.1 60 10 ? 1 1 ? 2 3 ? ? ? ? 4 4 ? ? ? ? 1 1 02113 00000 00000 2
2 1 529615 37.80 48 16 1 1 1 1 ? 1 1 2 1 ? 4 3 43.00 7.50 ? ? 1 2 00000 00000 00000 2
1 1 526090 39.00 120 ? 4 3 5 2 2 4 3 2 3 8.00 ? ? 65.00 8.20 3 4.60 1 2 05110 00000 00000 2
1 1 529765 38.20 76 ? 2 3 2 1 5 3 3 1 2 6.00 1 5 35.00 6.50 2 0.90 1 1 03205 00000 00000 1
2 1 528310 38.30 88 ? ? ? 6 ? ? ? ? ? ? ? ? ? ? ? ? ? 2 2 02300 00000 00000 2
1 1 529925 38.00 80 30 3 3 3 1 ? ? ? ? ? 6.00 ? ? 48.00 8.30 ? 4.30 1 1 02111 00000 00000 2
1 1 527807 ? ? ? 3 1 1 1 2 3 3 1 3 6.00 4 4 ? ? 2 ? 2 1 02113 00000 00000 1
1 1 5281441 37.60 40 ? 1 1 1 1 1 1 1 ? ? ? 1 1 ? ? 2 2.10 1 1 31110 00000 00000 1
2 1 530695 37.50 44 ? 1 1 1 1 3 3 2 ? ? ? ? ? 45.00 5.80 2 1.40 1 2 03111 00000 00000 1
2 1 533889 38.2 42 16 1 1 3 1 1 3 1 ? ? ? 1 ? 35 60 1 1 1 2 00000 00000 00000 2
2 1 533815 38 56 44 3 3 3 ? ? 1 1 2 1 ? 4 ? 47 70 2 1 1 2 00000 00000 00000 2
2 1 527664 38.30 45 20 3 3 2 2 2 4 1 2 ? ? 4 ? ? ? ? ? 1 2 00000 00000 00000 2
1 1 5262542 ? 48 96 1 1 3 1 ? 4 1 2 1 ? 1 4 42.00 8.00 1 ? 1 1 02208 00000 00000 2
1 1 528268 37.70 55 28 2 1 2 1 2 3 3 ? 3 5.00 4 5 ? ? ? ? 1 1 03209 00000 00000 2
2 1 528919 36.00 100 20 4 3 6 2 2 4 3 1 1 ? 4 5 74.00 5.70 2 2.50 3 1 03205 00000 00000 1
1 1 527494 37.10 60 20 2 ? 4 1 3 ? 3 ? 2 5.00 3 4 64.00 8.50 2 ? 1 1 07111 00000 00000 1
2 1 529980 37.10 114 40 3 ? 3 2 2 2 1 ? ? ? ? 3 32.00 ? 3 6.50 1 2 00400 00000 00000 2
1 1 533954 38.1 72 30 3 3 3 1 4 4 3 2 1 ? 3 5 37 56 3 1 1 1 04206 00000 00000 2
1 1 5281092 37.00 44 12 3 1 1 2 1 1 1 ? ? ? 4 2 40.00 6.70 3 8.00 1 1 02208 00000 00000 2
1 1 534686 38.6 48 20 3 1 1 1 4 3 1 ? ? ? 3 ? 37 75 ? ? 1 1 03111 00000 00000 2
1 1 534475 ? 82 72 3 1 4 1 2 3 3 ? 3 ? 4 4 53 65 3 2 3 1 02209 03205 00000 2
1 9 5274919 38.20 78 60 4 4 6 ? 3 3 3 ? ? ? 1 ? 59.00 5.80 3 3.10 2 1 01400 00000 00000 1
2 1 533815 37.8 60 16 1 1 3 1 2 3 2 1 2 ? 3 ? 41 73 ? ? 3 2 04124 00000 00000 2
1 1 534156 38.7 34 30 2 ? 3 1 2 3 ? ? ? ? ? ? 33 69 ? 2 3 1 07113 00000 00000 2
1 1 514279 ? 36 12 1 1 1 1 1 2 1 1 1 ? 1 5 44.00 ? ? ? 1 1 31110 00000 00000 1
2 1 528433 38.30 44 60 ? ? 1 1 ? ? ? ? ? ? ? ? 6.40 36.00 ? ? 1 1 00000 00000 00000 2
2 1 527465 37.40 54 18 3 ? 1 1 3 4 3 2 2 ? 4 5 30.00 7.10 2 ? 1 1 07111 00000 00000 1
1 1 534268 ? ? ? 4 3 ? 2 2 4 1 ? ? ? ? ? 54 76 3 2 1 1 08405 00000 00000 2
1 1 535337 36.6 48 16 3 1 3 1 4 1 1 1 1 ? ? ? 27 56 ? ? 3 1 04206 00000 00000 2
1 1 534111 38.5 90 ? 1 1 3 1 3 3 3 2 3 2 4 5 47 79 ? ? 1 1 06112 00000 00000 2
1 1 530576 ? 75 12 1 1 4 1 5 3 3 ? 3 5.80 ? ? 58.00 8.50 1 ? 1 1 02209 00000 00000 1
2 1 529930 38.20 42 ? 3 1 1 1 1 1 2 2 1 ? 3 2 35.00 5.90 2 ? 1 2 03113 00000 00000 2
1 9 5274919 38.20 78 60 4 4 6 ? 3 3 3 ? ? ? 1 ? 59.00 5.80 3 3.10 2 1 02205 00000 00000 1
2 1 529695 38.60 60 30 1 1 3 1 4 2 2 1 1 ? ? ? 40.00 6.00 1 ? 1 1 03205 00000 00000 2
2 1 528452 37.80 42 40 1 1 1 1 1 3 1 ? ? ? 3 3 36.00 6.20 ? ? 1 2 04124 00000 00000 2
1 1 534783 38 60 12 1 1 2 1 2 1 1 1 1 ? 1 4 44 65 3 2 3 1 02209 00000 00000 2
2 1 528926 38.00 42 12 3 ? 3 1 1 1 1 ? ? ? ? 1 37.00 5.80 ? ? 1 2 03111 00000 00000 2
2 1 530670 37.60 88 36 3 1 1 1 3 3 2 1 3 1.50 ? ? 44.00 6.00 ? ? 2 1 02112 00000 00000 2

10
data/tanveer/horse-colic/horse-colic.txt Executable file
View File

@@ -0,0 +1,10 @@
n_entradas= 25
n_clases= 2
n_arquivos= 2
fich1= horse-colic_train_R.dat
n_patrons1= 300
fich2= horse-colic_test_R.dat
n_patrons2= 68
n_patrons_entrena= 150
n_patrons_valida= 150
n_conxuntos= 1

96
data/tanveer/horse-colic/horse-colic_test.arff Executable file
View File

@@ -0,0 +1,96 @@
@relation horse-colic
@attribute 'f1' real
@attribute 'f2' real
@attribute 'f3' real
@attribute 'f4' real
@attribute 'f5' real
@attribute 'f6' real
@attribute 'f7' real
@attribute 'f8' real
@attribute 'f9' real
@attribute 'f10' real
@attribute 'f11' real
@attribute 'f12' real
@attribute 'f13' real
@attribute 'f14' real
@attribute 'f15' real
@attribute 'f16' real
@attribute 'f17' real
@attribute 'f18' real
@attribute 'f19' real
@attribute 'f20' real
@attribute 'f21' real
@attribute 'f22' real
@attribute 'f23' real
@attribute 'f24' real
@attribute 'f25' real
@attribute 'clase' {0,1}
@data
2,1,38.5,54,20,-1.014e-16,1,2,2,3,4,1,2,2,5.9,3.25665e-16,2,42,6.3,-2.41011e-17,3.07856e-17,1,3111,-1.4803e-18,1,1
2,1,37.6,48,36,-1.014e-16,9.84398e-17,1,1,1.02881e-16,3,-4.51491e-17,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,3.4787e-17,44,6.3,1,5,1,3111,-1.4803e-18,1,1
1,1,37.7,44,28,-1.014e-16,4,3,2,5,4,4,1,1,1.46179e-16,3,5,45,70,3,2,1,3205,-1.4803e-18,2,0
1,1,37,56,24,3,1,4,2,4,4,3,1,1,1.46179e-16,3.25665e-16,3.4787e-17,35,61,3,2,3,2205,2208,2,1
2,1,38,42,12,3,9.84398e-17,3,1,1,1.13983e-16,1,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,2,37,5.8,-2.41011e-17,3.07856e-17,1,3111,-1.4803e-18,2,1
1,1,1.38371e-15,60,40,3,9.84398e-17,1,1,1.02881e-16,4,-4.51491e-17,3,2,1.46179e-16,3.25665e-16,5,42,72,-2.41011e-17,3.07856e-17,1,3111,-1.4803e-18,2,0
2,1,38.4,80,60,3,2,2,1,3,2,1,2,2,1.46179e-16,1,1,54,6.9,-2.41011e-17,3.07856e-17,1,3.60822e-17,-1.4803e-18,2,1
2,1,37.8,48,12,2,1,2,1,3,1.13983e-16,1,2,1.64313e-16,1.46179e-16,2,3.4787e-17,48,7.3,1,3.07856e-17,1,3.60822e-17,-1.4803e-18,1,1
1.60612e-16,1,38,65,40,-1.014e-16,1,4,2,2,1.13983e-16,-4.51491e-17,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,5,-1.22125e-17,2.39808e-16,-2.41011e-17,3.07856e-17,-2.33147e-16,3111,3205,2,0
2,1,37.9,45,36,3,3,3,2,2,3,1,2,1,1.46179e-16,3,3.4787e-17,33,5.7,3,3.07856e-17,1,2205,-1.4803e-18,1,0
2,1,39,84,12,3,1,5,1,2,4,2,1,2,7,3.25665e-16,4,62,5.9,2,2.2,2,2208,-1.4803e-18,1,0
2,1,38.2,60,24,3,1,3,2,3,3,2,3,3,1.46179e-16,4,4,53,7.5,2,1.4,1,1124,-1.4803e-18,1,1
1,1,1.38371e-15,140,-1.28693e-16,-1.014e-16,9.84398e-17,4,2,5,4,4,1,1,1.46179e-16,3.25665e-16,5,30,69,-2.41011e-17,3.07856e-17,2,6112,-1.4803e-18,2,1
1,1,37.9,120,60,3,3,3,1,5,4,4,2,2,7.5,4,5,52,6.6,3,1.8,2,3205,-1.4803e-18,1,0
2,1,38,72,36,1,1,3,1,3,1.13983e-16,2,2,1,1.46179e-16,3,5,38,6.8,2,2,1,3124,-1.4803e-18,1,1
2,9,38,92,28,1,1,2,1,1,3,2,3,1.64313e-16,7.2,3.25665e-16,3.4787e-17,37,6.1,1,1.1,1,3.60822e-17,-1.4803e-18,1,1
1,1,38.3,66,30,2,3,1,1,2,4,3,3,2,8.5,4,5,37,6,-2.41011e-17,3.07856e-17,1,5111,-1.4803e-18,2,0
2,1,37.5,48,24,3,1,1,1,2,1,-4.51491e-17,1,1,1.46179e-16,3,2,43,6,1,2.8,1,7111,-1.4803e-18,1,1
1,1,37.5,88,20,2,3,3,1,4,3,3,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,3.4787e-17,35,6.4,1,3.07856e-17,2,2205,-1.4803e-18,2,0
2,9,1.38371e-15,150,60,4,4,4,2,5,4,4,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,3.4787e-17,-1.22125e-17,2.39808e-16,-2.41011e-17,3.07856e-17,2,1400,-1.4803e-18,2,0
1,1,39.7,100,30,-1.014e-16,9.84398e-17,6,2,4,4,3,1,1.64313e-16,1.46179e-16,4,5,65,75,-2.41011e-17,3.07856e-17,3,3205,-1.4803e-18,2,0
1,1,38.3,80,-1.28693e-16,3,3,4,2,5,4,3,2,1,1.46179e-16,4,4,45,7.5,2,4.6,1,3209,-1.4803e-18,1,0
2,1,37.5,40,32,3,1,3,1,3,2,3,2,1,1.46179e-16,3.25665e-16,5,32,6.4,1,1.1,1,3124,-1.4803e-18,1,0
1,1,38.4,84,30,3,1,5,2,4,3,3,2,3,6.5,4,4,47,7.5,3,3.07856e-17,2,6111,-1.4803e-18,2,0
1,1,38.1,84,44,4,9.84398e-17,4,2,5,3,1,1,3,5,3.25665e-16,4,60,6.8,-2.41011e-17,5.7,2,2209,-1.4803e-18,1,0
2,1,38.7,52,-1.28693e-16,1,1,1,1,1,3,1,1.55431e-17,1.64313e-16,1.46179e-16,1,3,4,74,-2.41011e-17,3.07856e-17,1,3.60822e-17,-1.4803e-18,2,1
2,1,38.1,44,40,2,1,3,1,3,3,1,1.55431e-17,1.64313e-16,1.46179e-16,1,3,35,6.8,-2.41011e-17,3.07856e-17,1,3.60822e-17,-1.4803e-18,2,1
2,1,38.4,52,20,2,1,3,1,1,3,2,2,1,1.46179e-16,3,5,41,63,1,1,1,3.60822e-17,-1.4803e-18,2,1
1,1,38.2,60,-1.28693e-16,1,9.84398e-17,3,1,2,1,1,1,1,1.46179e-16,4,4,43,6.2,2,3.9,1,2206,-1.4803e-18,1,0
2,1,37.7,40,18,1,1,1,2.61272e-16,3,2,1,1,1,1.46179e-16,3,3,36,3.5,-2.41011e-17,3.07856e-17,1,400,-1.4803e-18,2,1
1,1,39.1,60,10,-1.014e-16,1,1,2.61272e-16,2,3,-4.51491e-17,1.55431e-17,1.64313e-16,1.46179e-16,4,4,-1.22125e-17,2.39808e-16,-2.41011e-17,3.07856e-17,1,2113,-1.4803e-18,2,0
2,1,37.8,48,16,1,1,1,1,1.02881e-16,1,1,2,1,1.46179e-16,4,3,43,7.5,-2.41011e-17,3.07856e-17,1,3.60822e-17,-1.4803e-18,2,1
1,1,39,120,-1.28693e-16,4,3,5,2,2,4,3,2,3,8,3.25665e-16,3.4787e-17,65,8.2,3,4.6,1,5110,-1.4803e-18,2,1
1,1,38.2,76,-1.28693e-16,2,3,2,1,5,3,3,1,2,6,1,5,35,6.5,2,0.9,1,3205,-1.4803e-18,1,0
2,1,38.3,88,-1.28693e-16,-1.014e-16,9.84398e-17,6,2.61272e-16,1.02881e-16,1.13983e-16,-4.51491e-17,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,3.4787e-17,-1.22125e-17,2.39808e-16,-2.41011e-17,3.07856e-17,2,2300,-1.4803e-18,2,1
1,1,38,80,30,3,3,3,1,1.02881e-16,1.13983e-16,-4.51491e-17,1.55431e-17,1.64313e-16,6,3.25665e-16,3.4787e-17,48,8.3,-2.41011e-17,4.3,1,2111,-1.4803e-18,2,0
1,1,1.38371e-15,-1.61352e-16,-1.28693e-16,3,1,1,1,2,3,3,1,3,6,4,4,-1.22125e-17,2.39808e-16,2,3.07856e-17,2,2113,-1.4803e-18,1,0
1,1,37.6,40,-1.28693e-16,1,1,1,1,1,1,1,1.55431e-17,1.64313e-16,1.46179e-16,1,1,-1.22125e-17,2.39808e-16,2,2.1,1,31110,-1.4803e-18,1,0
2,1,37.5,44,-1.28693e-16,1,1,1,1,3,3,2,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,3.4787e-17,45,5.8,2,1.4,1,3111,-1.4803e-18,1,1
2,1,38.2,42,16,1,1,3,1,1,3,1,1.55431e-17,1.64313e-16,1.46179e-16,1,3.4787e-17,35,60,1,1,1,3.60822e-17,-1.4803e-18,2,1
2,1,38,56,44,3,3,3,2.61272e-16,1.02881e-16,1,1,2,1,1.46179e-16,4,3.4787e-17,47,70,2,1,1,3.60822e-17,-1.4803e-18,2,1
2,1,38.3,45,20,3,3,2,2,2,4,1,2,1.64313e-16,1.46179e-16,4,3.4787e-17,-1.22125e-17,2.39808e-16,-2.41011e-17,3.07856e-17,1,3.60822e-17,-1.4803e-18,2,1
1,1,1.38371e-15,48,96,1,1,3,1,1.02881e-16,4,1,2,1,1.46179e-16,1,4,42,8,1,3.07856e-17,1,2208,-1.4803e-18,2,0
1,1,37.7,55,28,2,1,2,1,2,3,3,1.55431e-17,3,5,4,5,-1.22125e-17,2.39808e-16,-2.41011e-17,3.07856e-17,1,3209,-1.4803e-18,2,0
2,1,36,100,20,4,3,6,2,2,4,3,1,1,1.46179e-16,4,5,74,5.7,2,2.5,3,3205,-1.4803e-18,1,0
1,1,37.1,60,20,2,9.84398e-17,4,1,3,1.13983e-16,3,1.55431e-17,2,5,3,4,64,8.5,2,3.07856e-17,1,7111,-1.4803e-18,1,0
2,1,37.1,114,40,3,9.84398e-17,3,2,2,2,1,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,3,32,2.39808e-16,3,6.5,1,400,-1.4803e-18,2,1
1,1,38.1,72,30,3,3,3,1,4,4,3,2,1,1.46179e-16,3,5,37,56,3,1,1,4206,-1.4803e-18,2,0
1,1,37,44,12,3,1,1,2,1,1,1,1.55431e-17,1.64313e-16,1.46179e-16,4,2,40,6.7,3,8,1,2208,-1.4803e-18,2,0
1,1,38.6,48,20,3,1,1,1,4,3,1,1.55431e-17,1.64313e-16,1.46179e-16,3,3.4787e-17,37,75,-2.41011e-17,3.07856e-17,1,3111,-1.4803e-18,2,0
1,1,1.38371e-15,82,72,3,1,4,1,2,3,3,1.55431e-17,3,1.46179e-16,4,4,53,65,3,2,3,2209,3205,2,0
1,9,38.2,78,60,4,4,6,2.61272e-16,3,3,3,1.55431e-17,1.64313e-16,1.46179e-16,1,3.4787e-17,59,5.8,3,3.1,2,1400,-1.4803e-18,1,0
2,1,37.8,60,16,1,1,3,1,2,3,2,1,2,1.46179e-16,3,3.4787e-17,41,73,-2.41011e-17,3.07856e-17,3,4124,-1.4803e-18,2,1
1,1,38.7,34,30,2,9.84398e-17,3,1,2,3,-4.51491e-17,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,3.4787e-17,33,69,-2.41011e-17,2,3,7113,-1.4803e-18,2,0
1,1,1.38371e-15,36,12,1,1,1,1,1,2,1,1,1,1.46179e-16,1,5,44,2.39808e-16,-2.41011e-17,3.07856e-17,1,31110,-1.4803e-18,1,0
2,1,38.3,44,60,-1.014e-16,9.84398e-17,1,1,1.02881e-16,1.13983e-16,-4.51491e-17,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,3.4787e-17,6.4,36,-2.41011e-17,3.07856e-17,1,3.60822e-17,-1.4803e-18,2,0
2,1,37.4,54,18,3,9.84398e-17,1,1,3,4,3,2,2,1.46179e-16,4,5,30,7.1,2,3.07856e-17,1,7111,-1.4803e-18,1,0
1,1,1.38371e-15,-1.61352e-16,-1.28693e-16,4,3,4.07082e-17,2,2,4,1,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,3.4787e-17,54,76,3,2,1,8405,-1.4803e-18,2,0
1,1,36.6,48,16,3,1,3,1,4,1,1,1,1,1.46179e-16,3.25665e-16,3.4787e-17,27,56,-2.41011e-17,3.07856e-17,3,4206,-1.4803e-18,2,0
1,1,38.5,90,-1.28693e-16,1,1,3,1,3,3,3,2,3,2,4,5,47,79,-2.41011e-17,3.07856e-17,1,6112,-1.4803e-18,2,0
1,1,1.38371e-15,75,12,1,1,4,1,5,3,3,1.55431e-17,3,5.8,3.25665e-16,3.4787e-17,58,8.5,1,3.07856e-17,1,2209,-1.4803e-18,1,0
2,1,38.2,42,-1.28693e-16,3,1,1,1,1,1,2,2,1,1.46179e-16,3,2,35,5.9,2,3.07856e-17,1,3113,-1.4803e-18,2,1
1,9,38.2,78,60,4,4,6,2.61272e-16,3,3,3,1.55431e-17,1.64313e-16,1.46179e-16,1,3.4787e-17,59,5.8,3,3.1,2,2205,-1.4803e-18,1,0
2,1,38.6,60,30,1,1,3,1,4,2,2,1,1,1.46179e-16,3.25665e-16,3.4787e-17,40,6,1,3.07856e-17,1,3205,-1.4803e-18,2,0
2,1,37.8,42,40,1,1,1,1,1,3,1,1.55431e-17,1.64313e-16,1.46179e-16,3,3,36,6.2,-2.41011e-17,3.07856e-17,1,4124,-1.4803e-18,2,1
1,1,38,60,12,1,1,2,1,2,1,1,1,1,1.46179e-16,1,4,44,65,3,2,3,2209,-1.4803e-18,2,0
2,1,38,42,12,3,9.84398e-17,3,1,1,1,1,1.55431e-17,1.64313e-16,1.46179e-16,3.25665e-16,1,37,5.8,-2.41011e-17,3.07856e-17,1,3111,-1.4803e-18,2,1
2,1,37.6,88,36,3,1,1,1,3,3,2,1,3,1.5,3.25665e-16,3.4787e-17,44,6,-2.41011e-17,3.07856e-17,2,2112,-1.4803e-18,2,0

69
data/tanveer/horse-colic/horse-colic_test_R.dat Executable file
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@@ -0,0 +1,69 @@
f1 f2 f3 f4 f5 f6 f7 f8 f9 f10 f11 f12 f13 f14 f15 f16 f17 f18 f19 f20 f21 f22 f23 f24 f25 clase
1 2 1 38.5 54 20 -1.014e-16 1 2 2 3 4 1 2 2 5.9 3.25665e-16 2 42 6.3 -2.41011e-17 3.07856e-17 1 3111 -1.4803e-18 1 1
2 2 1 37.6 48 36 -1.014e-16 9.84398e-17 1 1 1.02881e-16 3 -4.51491e-17 1.55431e-17 1.64313e-16 1.46179e-16 3.25665e-16 3.4787e-17 44 6.3 1 5 1 3111 -1.4803e-18 1 1
3 1 1 37.7 44 28 -1.014e-16 4 3 2 5 4 4 1 1 1.46179e-16 3 5 45 70 3 2 1 3205 -1.4803e-18 2 0
4 1 1 37 56 24 3 1 4 2 4 4 3 1 1 1.46179e-16 3.25665e-16 3.4787e-17 35 61 3 2 3 2205 2208 2 1
5 2 1 38 42 12 3 9.84398e-17 3 1 1 1.13983e-16 1 1.55431e-17 1.64313e-16 1.46179e-16 3.25665e-16 2 37 5.8 -2.41011e-17 3.07856e-17 1 3111 -1.4803e-18 2 1
6 1 1 1.38371e-15 60 40 3 9.84398e-17 1 1 1.02881e-16 4 -4.51491e-17 3 2 1.46179e-16 3.25665e-16 5 42 72 -2.41011e-17 3.07856e-17 1 3111 -1.4803e-18 2 0
7 2 1 38.4 80 60 3 2 2 1 3 2 1 2 2 1.46179e-16 1 1 54 6.9 -2.41011e-17 3.07856e-17 1 3.60822e-17 -1.4803e-18 2 1
8 2 1 37.8 48 12 2 1 2 1 3 1.13983e-16 1 2 1.64313e-16 1.46179e-16 2 3.4787e-17 48 7.3 1 3.07856e-17 1 3.60822e-17 -1.4803e-18 1 1
9 1.60612e-16 1 38 65 40 -1.014e-16 1 4 2 2 1.13983e-16 -4.51491e-17 1.55431e-17 1.64313e-16 1.46179e-16 3.25665e-16 5 -1.22125e-17 2.39808e-16 -2.41011e-17 3.07856e-17 -2.33147e-16 3111 3205 2 0
10 2 1 37.9 45 36 3 3 3 2 2 3 1 2 1 1.46179e-16 3 3.4787e-17 33 5.7 3 3.07856e-17 1 2205 -1.4803e-18 1 0
11 2 1 39 84 12 3 1 5 1 2 4 2 1 2 7 3.25665e-16 4 62 5.9 2 2.2 2 2208 -1.4803e-18 1 0
12 2 1 38.2 60 24 3 1 3 2 3 3 2 3 3 1.46179e-16 4 4 53 7.5 2 1.4 1 1124 -1.4803e-18 1 1
13 1 1 1.38371e-15 140 -1.28693e-16 -1.014e-16 9.84398e-17 4 2 5 4 4 1 1 1.46179e-16 3.25665e-16 5 30 69 -2.41011e-17 3.07856e-17 2 6112 -1.4803e-18 2 1
14 1 1 37.9 120 60 3 3 3 1 5 4 4 2 2 7.5 4 5 52 6.6 3 1.8 2 3205 -1.4803e-18 1 0
15 2 1 38 72 36 1 1 3 1 3 1.13983e-16 2 2 1 1.46179e-16 3 5 38 6.8 2 2 1 3124 -1.4803e-18 1 1
16 2 9 38 92 28 1 1 2 1 1 3 2 3 1.64313e-16 7.2 3.25665e-16 3.4787e-17 37 6.1 1 1.1 1 3.60822e-17 -1.4803e-18 1 1
17 1 1 38.3 66 30 2 3 1 1 2 4 3 3 2 8.5 4 5 37 6 -2.41011e-17 3.07856e-17 1 5111 -1.4803e-18 2 0
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19 1 1 37.5 88 20 2 3 3 1 4 3 3 1.55431e-17 1.64313e-16 1.46179e-16 3.25665e-16 3.4787e-17 35 6.4 1 3.07856e-17 2 2205 -1.4803e-18 2 0
20 2 9 1.38371e-15 150 60 4 4 4 2 5 4 4 1.55431e-17 1.64313e-16 1.46179e-16 3.25665e-16 3.4787e-17 -1.22125e-17 2.39808e-16 -2.41011e-17 3.07856e-17 2 1400 -1.4803e-18 2 0
21 1 1 39.7 100 30 -1.014e-16 9.84398e-17 6 2 4 4 3 1 1.64313e-16 1.46179e-16 4 5 65 75 -2.41011e-17 3.07856e-17 3 3205 -1.4803e-18 2 0
22 1 1 38.3 80 -1.28693e-16 3 3 4 2 5 4 3 2 1 1.46179e-16 4 4 45 7.5 2 4.6 1 3209 -1.4803e-18 1 0
23 2 1 37.5 40 32 3 1 3 1 3 2 3 2 1 1.46179e-16 3.25665e-16 5 32 6.4 1 1.1 1 3124 -1.4803e-18 1 0
24 1 1 38.4 84 30 3 1 5 2 4 3 3 2 3 6.5 4 4 47 7.5 3 3.07856e-17 2 6111 -1.4803e-18 2 0
25 1 1 38.1 84 44 4 9.84398e-17 4 2 5 3 1 1 3 5 3.25665e-16 4 60 6.8 -2.41011e-17 5.7 2 2209 -1.4803e-18 1 0
26 2 1 38.7 52 -1.28693e-16 1 1 1 1 1 3 1 1.55431e-17 1.64313e-16 1.46179e-16 1 3 4 74 -2.41011e-17 3.07856e-17 1 3.60822e-17 -1.4803e-18 2 1
27 2 1 38.1 44 40 2 1 3 1 3 3 1 1.55431e-17 1.64313e-16 1.46179e-16 1 3 35 6.8 -2.41011e-17 3.07856e-17 1 3.60822e-17 -1.4803e-18 2 1
28 2 1 38.4 52 20 2 1 3 1 1 3 2 2 1 1.46179e-16 3 5 41 63 1 1 1 3.60822e-17 -1.4803e-18 2 1
29 1 1 38.2 60 -1.28693e-16 1 9.84398e-17 3 1 2 1 1 1 1 1.46179e-16 4 4 43 6.2 2 3.9 1 2206 -1.4803e-18 1 0
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31 1 1 39.1 60 10 -1.014e-16 1 1 2.61272e-16 2 3 -4.51491e-17 1.55431e-17 1.64313e-16 1.46179e-16 4 4 -1.22125e-17 2.39808e-16 -2.41011e-17 3.07856e-17 1 2113 -1.4803e-18 2 0
32 2 1 37.8 48 16 1 1 1 1 1.02881e-16 1 1 2 1 1.46179e-16 4 3 43 7.5 -2.41011e-17 3.07856e-17 1 3.60822e-17 -1.4803e-18 2 1
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40 2 1 38.2 42 16 1 1 3 1 1 3 1 1.55431e-17 1.64313e-16 1.46179e-16 1 3.4787e-17 35 60 1 1 1 3.60822e-17 -1.4803e-18 2 1
41 2 1 38 56 44 3 3 3 2.61272e-16 1.02881e-16 1 1 2 1 1.46179e-16 4 3.4787e-17 47 70 2 1 1 3.60822e-17 -1.4803e-18 2 1
42 2 1 38.3 45 20 3 3 2 2 2 4 1 2 1.64313e-16 1.46179e-16 4 3.4787e-17 -1.22125e-17 2.39808e-16 -2.41011e-17 3.07856e-17 1 3.60822e-17 -1.4803e-18 2 1
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45 2 1 36 100 20 4 3 6 2 2 4 3 1 1 1.46179e-16 4 5 74 5.7 2 2.5 3 3205 -1.4803e-18 1 0
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60 1 1 38.5 90 -1.28693e-16 1 1 3 1 3 3 3 2 3 2 4 5 47 79 -2.41011e-17 3.07856e-17 1 6112 -1.4803e-18 2 0
61 1 1 1.38371e-15 75 12 1 1 4 1 5 3 3 1.55431e-17 3 5.8 3.25665e-16 3.4787e-17 58 8.5 1 3.07856e-17 1 2209 -1.4803e-18 1 0
62 2 1 38.2 42 -1.28693e-16 3 1 1 1 1 1 2 2 1 1.46179e-16 3 2 35 5.9 2 3.07856e-17 1 3113 -1.4803e-18 2 1
63 1 9 38.2 78 60 4 4 6 2.61272e-16 3 3 3 1.55431e-17 1.64313e-16 1.46179e-16 1 3.4787e-17 59 5.8 3 3.1 2 2205 -1.4803e-18 1 0
64 2 1 38.6 60 30 1 1 3 1 4 2 2 1 1 1.46179e-16 3.25665e-16 3.4787e-17 40 6 1 3.07856e-17 1 3205 -1.4803e-18 2 0
65 2 1 37.8 42 40 1 1 1 1 1 3 1 1.55431e-17 1.64313e-16 1.46179e-16 3 3 36 6.2 -2.41011e-17 3.07856e-17 1 4124 -1.4803e-18 2 1
66 1 1 38 60 12 1 1 2 1 2 1 1 1 1 1.46179e-16 1 4 44 65 3 2 3 2209 -1.4803e-18 2 0
67 2 1 38 42 12 3 9.84398e-17 3 1 1 1 1 1.55431e-17 1.64313e-16 1.46179e-16 3.25665e-16 1 37 5.8 -2.41011e-17 3.07856e-17 1 3111 -1.4803e-18 2 1
68 2 1 37.6 88 36 3 1 1 1 3 3 2 1 3 1.5 3.25665e-16 3.4787e-17 44 6 -2.41011e-17 3.07856e-17 2 2112 -1.4803e-18 2 0

328
data/tanveer/horse-colic/horse-colic_train.arff Executable file
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@@ -0,0 +1,328 @@
@relation horse-colic
@attribute 'f1' real
@attribute 'f2' real
@attribute 'f3' real
@attribute 'f4' real
@attribute 'f5' real
@attribute 'f6' real
@attribute 'f7' real
@attribute 'f8' real
@attribute 'f9' real
@attribute 'f10' real
@attribute 'f11' real
@attribute 'f12' real
@attribute 'f13' real
@attribute 'f14' real
@attribute 'f15' real
@attribute 'f16' real
@attribute 'f17' real
@attribute 'f18' real
@attribute 'f19' real
@attribute 'f20' real
@attribute 'f21' real
@attribute 'f22' real
@attribute 'f23' real
@attribute 'f24' real
@attribute 'f25' real
@attribute 'clase' {0,1}
@data
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f1 f2 f3 f4 f5 f6 f7 f8 f9 f10 f11 f12 f13 f14 f15 f16 f17 f18 f19 f20 f21 f22 f23 f24 f25 clase
1 1.22289 -0.294392 0.520404 -0.00474753 0.174117 0.829273 1.15862 -1.32638 1.376 1.57499 1.10045 1.65192 -1.16123 -1.02706 -0.420183 0.712421 1.28531 0.188099 -0.494616 -0.797617 -0.559929 0.611467 1.41533 -0.138902 0.700639 1
2 -0.79286 -0.294392 0.566136 0.648038 -0.228078 -1.45313 -1.24405 0.878131 -0.275199 0.35878 1.10045 0.12 -1.16123 -1.02706 -0.420183 1.31617 -0.111766 0.483853 2.33986 0.942638 0.530842 1.96029 -0.26852 -0.138902 0.700639 1
3 1.22289 -0.294392 0.507338 -0.776221 -0.0269805 -0.692329 -0.443161 0.327003 -0.275199 0.35878 0.371675 -0.645958 -1.16123 -1.02706 -0.420183 -0.495072 -0.577456 -0.521709 -0.557522 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 -1.42251 1
4 -0.79286 3.38551 0.559603 2.90311 2.98948 1.59007 -0.443161 1.98039 1.376 -0.249322 1.10045 1.65192 -0.14853 0.980219 2.10596 0.712421 -1.04315 0.365551 -0.53902 1.81277 2.33061 0.611467 -0.26852 -0.138902 -1.42251 0
5 1.22289 -0.294392 0.442007 1.12279 0.526036 -1.45313 -1.24405 1.98039 1.376 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 1.90347 -0.531619 -0.797617 -0.559929 0.611467 0.118922 -0.138902 0.700639 1
6 1.22289 -0.294392 -1.99484 -1.9631 -1.23356 0.0684721 -0.443161 0.327003 -0.275199 -0.249322 0.371675 0.12 0.864172 -0.0234182 -0.420183 0.712421 0.353925 -2.47368 -0.805446 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
7 -0.79286 -0.294392 0.481206 -0.538845 -0.429175 -0.692329 -0.443161 -0.775254 -0.275199 0.35878 0.371675 0.885959 -0.14853 -0.0234182 -0.420183 0.712421 1.28531 -0.285106 -0.546421 -0.797617 -0.559929 -0.737357 -0.0988756 -0.138902 0.700639 0
8 -0.79286 -0.294392 -1.99484 -0.18278 -1.23356 0.829273 -1.24405 -1.32638 -0.275199 -1.46553 1.10045 0.12 0.864172 -0.0234182 -0.420183 0.712421 0.819616 0.128948 -0.498316 -0.797617 -0.559929 0.611467 -0.26852 -0.138902 0.700639 0
9 1.22289 -0.294392 -1.99484 0.410661 0.576311 0.829273 1.95952 0.327003 -0.275199 0.966883 1.10045 1.65192 0.864172 -0.0234182 -0.420183 0.712421 1.28531 -0.225956 -0.576024 -0.797617 -0.559929 1.96029 -0.0838742 -0.138902 0.700639 0
10 1.22289 3.38551 0.507338 0.707382 -1.23356 -0.692329 -1.24405 -0.775254 -0.275199 1.57499 0.371675 -0.645958 0.864172 -0.0234182 -0.420183 0.712421 -1.04315 -0.107654 -0.576024 0.0725106 0.639919 -0.737357 -0.677446 -0.138902 -1.42251 1
11 -0.79286 -0.294392 0.494272 -0.00474753 -0.630272 0.829273 1.15862 1.42926 -0.275199 0.35878 0.371675 -0.645958 0.864172 -0.0234182 1.09551 0.108674 1.28531 0.128948 -0.583424 0.942638 1.40346 -0.737357 -0.284077 -0.138902 -1.42251 0
12 1.22289 -0.294392 0.559603 0.173285 1.3807 0.0684721 -1.24405 -0.224126 -0.275199 -0.249322 -1.08587 0.12 -0.14853 -0.0234182 -0.420183 1.31617 0.819616 0.483853 -0.516818 -0.797617 -0.559929 -0.737357 -0.286485 -0.138902 0.700639 0
13 -0.79286 -0.294392 0.435474 -0.716877 -0.630272 0.0684721 -0.443161 -0.775254 -0.275199 0.35878 0.371675 0.885959 1.87687 -0.0234182 -0.420183 1.31617 1.28531 -2.47368 -0.546421 -0.797617 -0.559929 -0.737357 0.0863263 -0.138902 0.700639 1
14 1.22289 3.38551 0.487739 0.766726 0.174117 -0.692329 -0.443161 -0.224126 -0.275199 -0.857425 0.371675 0.12 1.87687 -1.02706 3.21747 -0.495072 -0.577456 -0.285106 -0.579724 0.0725106 -0.559929 0.611467 -0.677446 -0.138902 -1.42251 1
15 -0.79286 -0.294392 0.500805 0.291973 0.174117 0.829273 -0.443161 -0.775254 -0.275199 0.35878 1.10045 -0.645958 0.864172 0.980219 -0.420183 1.31617 0.819616 0.24725 2.19185 0.0725106 0.530842 -0.737357 -0.2863 -0.138902 0.700639 0
16 -0.79286 -0.294392 0.461607 0.885414 1.1796 0.829273 -0.443161 0.878131 -0.275199 1.57499 0.371675 0.885959 0.864172 1.98386 1.85335 1.31617 -1.04315 0.188099 -0.553821 -0.797617 -0.559929 0.611467 -0.0835038 -0.138902 0.700639 0
17 -0.79286 3.38551 -1.99484 1.83492 0.576311 0.829273 1.15862 0.878131 1.376 0.966883 1.10045 0.885959 1.87687 -1.02706 -0.420183 1.31617 1.28531 0.661305 -0.516818 1.81277 2.00338 0.611467 -0.418164 -0.138902 -1.42251 1
18 1.22289 -0.294392 0.455074 -0.538845 -0.0269805 -1.45313 -1.24405 -1.32638 -1.92639 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -2.47368 -0.805446 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
19 -0.79286 -0.294392 0.461607 -0.0640917 -0.177803 -0.692329 -0.443161 -0.224126 -0.275199 -0.249322 0.371675 -0.645958 -0.14853 -0.0234182 -0.420183 0.108674 1.28531 -0.107654 -0.546421 0.0725106 -0.559929 -0.737357 0.101328 -0.138902 -1.42251 0
20 1.22289 -0.294392 0.579202 1.30082 0.526036 1.59007 1.15862 1.98039 -1.92639 -1.46553 0.371675 0.885959 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 0.779606 -0.483514 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
21 -0.79286 -0.294392 0.611868 0.173285 1.78289 -0.692329 -0.443161 1.42926 1.376 1.57499 1.10045 1.65192 1.87687 -0.0234182 -0.420183 1.31617 0.819616 0.24725 -0.579724 0.942638 -0.559929 -0.737357 -0.286485 -0.138902 0.700639 0
22 1.22289 -0.294392 0.513871 -0.538845 -0.429175 -0.692329 -1.24405 -0.775254 -0.275199 -0.857425 0.371675 -0.645958 0.864172 1.98386 2.35858 1.31617 0.353925 0.424702 -0.553821 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
23 -0.79286 -0.294392 0.526938 -0.716877 0.475762 0.0684721 -0.443161 0.878131 -1.92639 -0.249322 0.371675 -0.645958 -1.16123 -1.02706 -0.420183 -0.495072 -1.04315 0.365551 -0.53902 -0.797617 -0.559929 -0.737357 -0.101283 -0.138902 0.700639 0
24 -0.79286 3.38551 0.507338 1.89426 1.78289 -1.45313 1.15862 -1.32638 -0.275199 -0.249322 1.10045 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 0.483853 1.78481 -0.797617 -0.559929 -0.737357 -0.101283 -0.138902 0.700639 0
25 -0.79286 -0.294392 0.494272 -0.18278 -0.630272 0.829273 1.15862 0.327003 -0.275199 -1.46553 1.10045 0.885959 1.87687 0.980219 0.590276 -1.09882 -1.04315 0.543003 1.59979 -0.797617 -0.559929 -0.737357 -0.101283 -0.138902 0.700639 0
26 1.22289 -0.294392 0.474673 -0.18278 0.877956 -1.45313 -1.24405 -1.32638 -0.275199 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -2.47368 -0.805446 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
27 -0.79286 -0.294392 0.507338 0.173285 0.274665 1.59007 1.15862 0.327003 1.376 0.35878 0.371675 0.885959 0.864172 -0.0234182 -0.420183 0.712421 1.28531 0.0697978 -0.546421 0.942638 1.56707 -0.737357 -0.101283 -0.138902 -1.42251 0
28 -0.79286 -0.294392 0.474673 -0.538845 -0.630272 0.829273 -0.443161 -0.775254 -0.275199 -1.46553 0.371675 0.12 -0.14853 -0.0234182 -0.420183 -0.495072 0.353925 -0.285106 -0.601926 0.942638 0.149072 -0.737357 0.0859559 -0.138902 -1.42251 1
29 -0.79286 -0.294392 -1.99484 -1.9631 -1.23356 -1.45313 -1.24405 -1.32638 -1.92639 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -2.47368 -0.805446 -0.797617 -0.559929 0.611467 0.118922 -0.138902 0.700639 1
30 1.22289 -0.294392 0.46814 -0.538845 -1.23356 0.0684721 -0.443161 -0.775254 -0.275199 -0.857425 -1.08587 -0.645958 -0.14853 -0.0234182 -0.420183 -1.09882 -1.04315 0.188099 2.00683 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
31 1.22289 -0.294392 0.46814 0.885414 0.274665 0.829273 1.15862 0.878131 1.376 1.57499 1.10045 1.65192 1.87687 0.980219 1.60074 1.31617 1.28531 1.43026 -0.527919 -0.797617 -0.559929 0.611467 0.101328 -0.138902 0.700639 0
32 1.22289 -0.294392 0.435474 1.24148 -0.630272 0.829273 1.15862 0.878131 1.376 -0.249322 1.10045 0.12 -1.16123 1.98386 2.61119 0.712421 0.353925 0.602154 -0.502016 1.81277 3.47592 1.96029 -0.268706 -0.138902 -1.42251 0
33 -0.79286 -0.294392 0.435474 -0.18278 -1.23356 0.0684721 -0.443161 -0.775254 -0.275199 0.35878 0.371675 0.885959 0.864172 -0.0234182 -0.420183 1.31617 1.28531 0.0697978 -0.561222 -0.797617 -0.559929 -0.737357 -0.268335 -0.138902 0.700639 0
34 -0.79286 -0.294392 0.500805 -0.0640917 0.174117 -0.692329 -0.443161 -0.775254 -0.275199 0.35878 -1.08587 -1.41192 -1.16123 -1.02706 -0.420183 1.31617 0.819616 0.424702 -0.487215 0.942638 3.03962 -0.737357 -0.26852 -0.138902 -1.42251 0
35 -0.79286 -0.294392 -1.99484 1.0041 0.274665 0.829273 1.15862 0.878131 1.376 1.57499 1.10045 1.65192 1.87687 1.98386 -0.420183 1.31617 0.819616 0.602154 -0.561222 -0.797617 -0.559929 -0.737357 -0.469279 -0.138902 0.700639 0
36 1.22289 -0.294392 -1.99484 1.12279 -0.0269805 1.59007 1.15862 0.327003 1.376 0.966883 1.10045 0.885959 -1.16123 1.98386 -0.420183 -1.09882 -0.111766 1.84432 -0.494616 -0.797617 -0.559929 1.96029 0.639524 -0.138902 0.700639 0
37 1.22289 -0.294392 0.507338 1.36017 -0.429175 -1.45313 1.15862 1.42926 1.376 -1.46553 -1.81465 -0.645958 -0.14853 0.980219 -0.420183 -1.09882 1.28531 0.543003 -0.583424 0.942638 -0.0145436 1.96029 0.28653 -0.138902 -1.42251 1
38 -0.79286 -0.294392 0.474673 0.173285 -1.23356 -1.45313 1.15862 -1.32638 -0.275199 1.57499 0.371675 -0.645958 -1.16123 -0.0234182 -0.420183 -0.495072 -0.577456 0.838757 2.15485 0.0725106 0.530842 -0.737357 -0.101283 -0.138902 0.700639 0
39 1.22289 -0.294392 0.526938 -0.420156 -1.23356 -0.692329 -0.443161 -0.775254 -0.275199 0.35878 0.371675 0.12 -0.14853 -0.0234182 -0.420183 -0.495072 0.353925 -0.58086 -0.561222 0.0725106 2.167 -0.737357 -0.677446 -0.138902 -1.42251 1
40 -0.79286 3.38551 0.566136 2.36902 3.59277 -1.45313 -1.24405 -1.32638 -1.92639 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -2.47368 -0.805446 -0.797617 -0.559929 0.611467 -0.286115 -0.138902 0.700639 0
41 -0.79286 -0.294392 -1.99484 0.648038 -1.23356 0.829273 1.15862 1.98039 1.376 1.57499 0.371675 0.885959 -0.14853 1.98386 -0.420183 1.31617 1.28531 1.25281 -0.564922 1.81277 -0.559929 0.611467 0.101328 -0.138902 0.700639 0
42 1.22289 3.38551 0.55307 2.48771 2.38618 -1.45313 -1.24405 -1.32638 -1.92639 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 0.306401 -0.490915 -0.797617 -0.505391 -0.737357 1.06345 -0.138902 -1.42251 0
43 1.22289 -0.294392 0.487739 -0.18278 -0.630272 0.829273 -0.443161 0.327003 -0.275199 0.35878 0.371675 -0.645958 -0.14853 -0.0234182 -0.420183 0.108674 -0.111766 0.306401 -0.546421 -0.797617 -0.559929 -0.737357 -0.101283 -0.138902 0.700639 1
44 -0.79286 -0.294392 -1.99484 1.59754 -1.23356 0.829273 1.95952 0.878131 -0.275199 0.966883 1.10045 1.65192 -0.14853 -0.0234182 -0.420183 -1.09882 1.28531 0.602154 1.6738 0.942638 0.530842 1.96029 -0.0838742 -0.138902 0.700639 0
45 -0.79286 -0.294392 0.317879 2.19098 -0.0269805 0.829273 1.15862 0.878131 1.376 0.966883 1.10045 -1.41192 0.864172 -0.0234182 -0.420183 -1.09882 1.28531 0.897907 1.74781 1.81277 0.530842 1.96029 -0.0838742 -0.138902 0.700639 0
46 1.22289 -0.294392 -1.99484 1.59754 -1.23356 1.59007 1.15862 0.878131 1.376 1.57499 1.10045 1.65192 -0.14853 -0.0234182 -0.420183 1.31617 1.28531 1.07536 -0.564922 1.81277 -0.559929 0.611467 -0.0838742 -0.138902 0.700639 0
47 -0.79286 -0.294392 0.481206 -0.18278 -0.479449 0.829273 -1.24405 0.878131 1.376 1.57499 1.10045 1.65192 0.864172 0.980219 -0.420183 1.31617 1.28531 1.37111 -0.527919 -0.797617 -0.559929 -0.737357 -0.250556 -0.138902 -1.42251 0
48 1.22289 -0.294392 0.455074 -0.538845 -0.429175 -0.692329 -0.443161 -0.775254 -0.275199 -0.857425 -1.08587 -0.645958 -0.14853 -0.0234182 -0.420183 -0.495072 -1.04315 -0.285106 -0.564922 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
49 -0.79286 -0.294392 0.546537 0.410661 0.978505 0.829273 1.15862 0.327003 1.376 -0.249322 0.371675 0.885959 0.864172 0.980219 3.11642 0.712421 -0.577456 0.720455 -0.564922 1.81277 -0.559929 0.611467 0.639524 -0.138902 0.700639 0
50 1.22289 -0.294392 0.435474 0.52935 1.1796 0.829273 1.15862 1.42926 1.376 0.966883 -1.08587 0.12 -0.14853 0.980219 -0.420183 0.108674 -0.577456 1.84432 -0.601926 0.942638 1.67615 0.611467 0.118922 -0.138902 -1.42251 1
51 1.22289 -0.294392 0.526938 -0.598189 -1.23356 -0.692329 -0.443161 -0.224126 -0.275199 -0.857425 0.371675 0.12 -0.14853 -0.0234182 -0.420183 -1.09882 -0.111766 0.424702 -0.468713 0.0725106 0.312688 -0.737357 -0.101283 -0.138902 -1.42251 1
52 -0.79286 -0.294392 0.44854 0.52935 0.576311 -0.692329 -1.24405 0.327003 1.376 0.35878 0.371675 0.12 -1.16123 -1.02706 -0.420183 1.31617 1.28531 -2.47368 -0.805446 1.81277 -0.559929 0.611467 0.657674 -0.138902 -1.42251 0
53 1.22289 -0.294392 -1.99484 -1.9631 -1.23356 -0.692329 -0.443161 0.327003 -0.275199 -0.857425 0.371675 -0.645958 -1.16123 -1.02706 -0.420183 0.108674 -0.111766 0.0697978 -0.520518 -0.797617 -0.559929 -0.737357 -0.101283 -0.138902 0.700639 1
54 1.22289 -0.294392 0.526938 -0.776221 -0.228078 -1.45313 -1.24405 -1.32638 -0.275199 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -0.0485036 -0.568623 -0.797617 -0.559929 -0.737357 -0.101283 -0.138902 -1.42251 1
55 1.22289 -0.294392 0.638 1.41951 0.576311 0.829273 1.15862 -0.775254 1.376 -0.249322 0.371675 0.885959 0.864172 -0.0234182 3.11642 -0.495072 1.28531 0.897907 -0.505717 1.81277 1.89431 1.96029 0.693048 -0.138902 -1.42251 0
56 -0.79286 3.38551 0.526938 2.78443 -0.228078 0.829273 -1.24405 1.42926 -0.275199 0.35878 0.371675 1.65192 1.87687 -1.02706 -0.420183 1.31617 -1.04315 -0.225956 -0.805446 0.942638 -0.559929 0.611467 0.639524 -0.138902 -1.42251 0
57 -0.79286 -0.294392 -1.99484 -1.9631 -1.23356 -1.45313 -1.24405 -1.32638 -1.92639 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -1.05407 -0.557522 -0.797617 -0.559929 -0.737357 -0.101098 -0.138902 0.700639 0
58 -0.79286 -0.294392 -1.99484 -0.0640917 0.576311 0.0684721 -1.24405 -0.224126 -0.275199 1.57499 0.371675 0.885959 0.864172 0.980219 -0.420183 -1.09882 -1.04315 0.0106471 -0.520518 -0.797617 -0.559929 0.611467 -0.0831334 -0.138902 0.700639 0
59 -0.79286 -0.294392 -1.99484 -1.9631 -0.228078 1.59007 1.15862 0.327003 -1.92639 1.57499 1.10045 0.885959 0.864172 -1.02706 -0.420183 1.31617 0.819616 0.661305 -0.587125 1.81277 -0.559929 0.611467 -0.0838742 -0.138902 -1.42251 0
60 1.22289 -0.294392 -1.99484 0.885414 -1.23356 0.829273 1.15862 0.327003 1.376 1.57499 1.10045 1.65192 -0.14853 0.980219 -0.420183 1.31617 1.28531 1.07536 -0.805446 -0.797617 -0.559929 0.611467 0.101328 -0.138902 0.700639 0
61 1.22289 -0.294392 0.474673 -0.538845 0.375214 -0.692329 -0.443161 0.327003 -0.275199 -0.249322 -1.08587 -1.41192 -0.14853 -0.0234182 -0.420183 1.31617 1.28531 -0.285106 -0.557522 -0.797617 -0.559929 -0.737357 -0.284077 -0.138902 0.700639 1
62 1.22289 -0.294392 0.520404 -0.18278 -1.23356 0.0684721 0.357732 -0.775254 -0.275199 -0.857425 -0.357099 0.12 0.864172 -0.0234182 -0.420183 -0.495072 -0.577456 0.128948 -0.520518 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
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64 1.22289 -0.294392 0.500805 1.89426 -0.429175 1.59007 1.15862 0.878131 1.376 -0.249322 1.10045 1.65192 -0.14853 -0.0234182 -0.420183 -1.09882 -1.04315 1.37111 2.22885 0.942638 0.530842 1.96029 -0.268335 2.01637 0.700639 1
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251 -0.79286 -0.294392 0.572669 1.0041 1.33042 1.59007 1.95952 1.98039 -0.275199 -0.249322 1.10045 -0.645958 -0.14853 1.98386 0.590276 -1.09882 0.819616 1.43026 -0.324399 1.81277 0.530842 1.96029 -0.286115 -0.138902 0.700639 0
252 1.22289 -0.294392 0.396276 -0.716877 -0.328626 0.829273 1.15862 -0.224126 -0.275199 -0.857425 1.10045 -0.645958 -0.14853 -0.0234182 -0.420183 -1.09882 1.28531 0.602154 -0.54272 -0.797617 -0.559929 0.611467 0.269121 -0.138902 0.700639 0
253 -0.79286 3.38551 0.540004 1.71623 0.576311 0.829273 -0.443161 -0.224126 -0.275199 -0.249322 0.371675 1.65192 -0.14853 -0.0234182 -0.420183 1.31617 0.819616 0.483853 -0.524218 1.81277 -0.559929 0.611467 -0.26852 -0.138902 -1.42251 0
254 1.22289 -0.294392 -1.99484 1.36017 -0.0269805 0.829273 1.15862 0.878131 1.376 1.57499 1.10045 0.12 -1.16123 -1.02706 -0.420183 1.31617 -1.04315 -0.107654 -0.609327 1.81277 0.858073 -0.737357 -0.603365 -0.138902 -1.42251 1
255 -0.79286 -0.294392 -1.99484 0.410661 -1.23356 0.829273 1.15862 0.327003 -0.275199 0.966883 1.10045 1.65192 -1.16123 -1.02706 -0.420183 1.31617 1.28531 0.0697978 1.78481 -0.797617 -0.559929 -0.737357 -0.101283 -0.138902 0.700639 0
256 -0.79286 3.38551 0.540004 3.49656 2.98948 -0.692329 -1.24405 -0.775254 -0.275199 0.966883 -1.08587 0.885959 -1.16123 -1.02706 -0.420183 0.108674 -1.04315 -0.521709 -0.683334 -0.797617 -0.559929 0.611467 0.639524 -0.138902 0.700639 0
257 -0.79286 -0.294392 0.455074 0.173285 -1.23356 0.0684721 -0.443161 -0.775254 -0.275199 -0.249322 -1.08587 -0.645958 -0.14853 -0.0234182 -0.420183 -0.495072 -1.04315 -0.403408 1.59979 0.942638 0.530842 1.96029 0.657674 -0.138902 0.700639 0
258 -0.79286 -0.294392 0.533471 0.885414 0.174117 0.829273 1.15862 0.878131 -0.275199 -1.46553 1.10045 -1.41192 -1.16123 1.98386 3.36904 -1.09882 -1.04315 1.31196 -0.472413 -0.797617 -0.559929 0.611467 -0.269076 -0.138902 -1.42251 0
259 1.22289 -0.294392 0.455074 -0.420156 -0.630272 -0.692329 -0.443161 -0.775254 -0.275199 -0.249322 0.371675 0.12 0.864172 -0.0234182 -0.420183 0.712421 1.28531 -0.344257 1.45178 0.0725106 -0.0145436 -0.737357 -0.677446 -0.138902 0.700639 1
260 -0.79286 -0.294392 0.670666 0.173285 0.877956 0.829273 1.15862 -0.775254 -0.275199 -0.249322 0.371675 -0.645958 0.864172 -0.0234182 -0.420183 -1.09882 -1.04315 0.720455 -0.531619 1.81277 -0.559929 0.611467 1.43386 -0.138902 -1.42251 0
261 1.22289 -0.294392 0.487739 -0.776221 0.0232937 -1.45313 -0.443161 -0.775254 -0.275199 0.966883 0.371675 0.12 -0.14853 -0.0234182 -0.420183 1.31617 -1.04315 -0.285106 1.74781 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
262 1.22289 -0.294392 0.513871 -0.538845 -0.429175 0.0684721 -0.443161 -0.775254 -0.275199 -0.857425 -1.81465 0.12 0.864172 -0.0234182 -0.420183 -1.09882 -0.111766 -0.166805 -0.564922 -0.797617 -0.559929 -0.737357 -0.101283 -0.138902 -1.42251 1
263 1.22289 3.38551 0.526938 0.648038 0.174117 -1.45313 -1.24405 -1.32638 -1.92639 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -0.403408 -0.587125 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
264 -0.79286 -0.294392 0.428941 0.262301 0.576311 -1.45313 -1.24405 0.327003 1.376 0.966883 1.10045 0.12 0.864172 1.98386 2.10596 1.31617 0.819616 0.365551 -0.531619 1.81277 1.1853 0.611467 1.5835 -0.138902 -1.42251 0
265 -0.79286 -0.294392 0.507338 -0.657533 -0.177803 0.829273 -0.443161 -0.224126 -0.275199 0.35878 0.371675 0.885959 0.864172 -0.0234182 -0.420183 -0.495072 1.28531 0.128948 -0.564922 0.942638 1.83977 -0.737357 -0.268335 -0.138902 -1.42251 0
266 1.22289 -0.294392 -1.99484 -0.301468 2.18509 0.829273 -0.443161 -0.775254 -0.275199 0.35878 0.371675 -0.645958 0.864172 -0.0234182 -0.420183 -0.495072 -1.04315 -0.107654 -0.583424 -0.797617 -0.559929 1.96029 0.286715 -0.138902 0.700639 0
267 1.22289 -0.294392 0.526938 0.0545966 -0.228078 0.0684721 -0.443161 0.327003 -0.275199 0.35878 0.371675 0.12 -0.14853 -0.0234182 -0.420183 -0.495072 1.28531 -0.225956 -0.564922 0.0725106 -0.559929 -0.737357 0.271528 -0.138902 -1.42251 1
268 1.22289 -0.294392 0.507338 -0.360812 -0.328626 0.829273 -0.443161 -0.224126 -0.275199 -0.249322 0.371675 0.12 -1.16123 1.98386 2.30806 -1.09882 0.819616 0.128948 -0.53902 1.81277 -0.559929 -0.737357 -0.284077 -0.138902 -1.42251 1
269 -0.79286 -0.294392 0.500805 -0.716877 -0.228078 -1.45313 -1.24405 -0.775254 -0.275199 -1.46553 0.371675 -1.41192 -1.16123 -1.02706 -0.420183 0.712421 -1.04315 0.306401 1.41477 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
270 -0.79286 -0.294392 0.572669 -0.0640917 3.29112 0.0684721 1.15862 -0.775254 -0.275199 -1.46553 0.371675 -0.645958 -0.14853 0.980219 2.86381 -0.495072 1.28531 -0.166805 -0.557522 -0.797617 -0.559929 -0.737357 5.08418 -0.138902 0.700639 0
271 -0.79286 -0.294392 0.455074 -0.18278 1.28015 0.829273 1.15862 -0.775254 -0.275199 0.35878 0.371675 0.12 0.864172 0.980219 1.34812 0.712421 0.819616 -0.403408 -0.564922 -0.797617 -0.559929 0.611467 -0.268335 -0.138902 0.700639 0
272 -0.79286 -0.294392 0.46814 0.410661 -1.23356 0.829273 1.15862 1.98039 -0.275199 1.57499 1.10045 -0.645958 0.864172 1.98386 -0.420183 0.712421 -0.577456 0.483853 1.22975 1.81277 0.530842 -0.737357 0.101513 -0.138902 0.700639 0
273 -0.79286 -0.294392 -1.99484 1.0041 0.274665 0.829273 1.15862 0.878131 1.376 1.57499 1.10045 1.65192 1.87687 1.98386 -0.420183 1.31617 0.819616 0.602154 -0.561222 -0.797617 -0.559929 -0.737357 -0.284077 -0.138902 0.700639 0
274 -0.79286 -0.294392 0.46814 1.59754 0.174117 0.829273 1.15862 0.327003 -0.275199 1.57499 0.371675 0.885959 -0.14853 -0.0234182 -0.420183 -1.09882 -1.04315 1.37111 -0.546421 1.81277 -0.559929 0.611467 0.101328 -0.138902 -1.42251 0
275 -0.79286 -0.294392 -1.99484 0.291973 -1.23356 -1.45313 1.15862 -1.32638 -1.92639 -1.46553 1.10045 1.65192 -1.16123 -1.02706 -0.420183 -1.09882 1.28531 -2.47368 -0.805446 -0.797617 -0.559929 1.96029 1.38274 -0.138902 0.700639 0
276 -0.79286 3.38551 0.540004 2.48771 1.28015 -0.692329 1.15862 1.98039 1.376 1.57499 0.371675 0.12 -0.14853 -0.0234182 -0.420183 -1.09882 -1.04315 0.483853 -0.576024 -0.797617 -0.559929 0.611467 0.101698 -0.138902 0.700639 0
277 -0.79286 -0.294392 0.487739 -0.894909 -0.429175 0.829273 -0.443161 -0.775254 -0.275199 0.966883 -0.357099 0.12 1.87687 1.98386 0.590276 0.712421 -1.04315 -0.285106 1.96983 0.942638 -0.0145436 1.96029 -0.101283 -0.138902 0.700639 1
278 1.22289 -0.294392 0.415875 -0.479501 0.777408 0.0684721 1.15862 0.327003 -0.275199 -0.857425 0.371675 0.12 1.87687 -0.0234182 3.11642 -1.09882 -1.04315 -0.255531 -0.564922 -0.797617 -0.559929 -0.737357 -0.101283 -0.138902 0.700639 1
279 1.22289 -0.294392 0.474673 -0.776221 -0.429175 -0.692329 -0.443161 -0.775254 -0.275199 -0.857425 -1.08587 -0.645958 -1.16123 -1.02706 -0.420183 -0.495072 -0.577456 -0.285106 -0.553821 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
280 1.22289 -0.294392 0.500805 -0.301468 0.777408 1.59007 1.15862 -0.775254 -0.275199 -0.249322 1.10045 0.885959 0.864172 0.980219 3.36904 -1.09882 -1.04315 0.306401 -0.53902 0.0725106 0.803535 -0.737357 0.859729 -0.138902 -1.42251 1
281 -0.79286 -0.294392 0.526938 -0.538845 -0.630272 -1.45313 -1.24405 -0.775254 -1.92639 -0.857425 -1.08587 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -0.344257 1.6738 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
282 1.22289 -0.294392 0.618401 0.351317 -1.23356 0.829273 1.15862 1.42926 -0.275199 -0.249322 0.371675 -0.645958 -0.14853 -0.0234182 -0.420183 1.31617 -0.577456 1.43026 -0.564922 -0.797617 -0.559929 0.611467 0.878249 -0.138902 -1.42251 0
283 -0.79286 -0.294392 -1.99484 0.113941 -0.429175 0.829273 1.95952 1.42926 1.376 -0.249322 0.371675 0.12 0.864172 -0.0234182 -0.420183 1.31617 1.28531 1.07536 -0.527919 -0.797617 -0.559929 0.611467 -0.418164 -0.138902 0.700639 0
284 -0.79286 -0.294392 0.500805 0.173285 -0.328626 -1.45313 -1.24405 -1.32638 -1.92639 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -0.403408 -0.568623 -0.797617 -0.559929 -0.737357 -0.0988756 -0.138902 0.700639 0
285 1.22289 -0.294392 0.520404 -0.360812 -1.23356 -0.692329 -0.443161 -0.775254 -0.275199 0.35878 -1.08587 -0.645958 0.864172 -0.0234182 -0.420183 -0.495072 -1.04315 -0.107654 -0.553821 0.942638 3.25777 -0.737357 -0.677446 -0.138902 -1.42251 1
286 -0.79286 -0.294392 0.520404 -0.00474753 -0.0269805 -0.692329 -0.443161 -0.775254 -0.275199 0.35878 0.371675 -0.645958 0.864172 -0.0234182 -0.420183 1.31617 1.28531 -0.107654 -0.557522 0.0725106 -0.559929 -0.737357 5.08418 -0.138902 -1.42251 0
287 1.22289 -0.294392 0.474673 0.470005 -0.630272 0.829273 -0.443161 -0.775254 1.376 0.966883 -1.81465 0.885959 -0.14853 1.98386 -0.420183 -1.09882 -1.04315 0.483853 -0.546421 -0.797617 -0.559929 1.96029 -0.269076 -0.138902 0.700639 0
288 1.22289 3.38551 0.585735 0.52935 0.274665 -1.45313 -1.24405 -1.32638 -0.275199 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -0.817462 -0.620428 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
289 -0.79286 -0.294392 -1.99484 -1.9631 -1.23356 -1.45313 -1.24405 -1.32638 -1.92639 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 -1.04315 -2.47368 -0.805446 -0.797617 -0.559929 -0.737357 -0.284077 -0.138902 0.700639 0
290 -0.79286 -0.294392 0.487739 -0.479501 0.576311 -1.45313 -0.443161 -0.775254 -0.275199 0.35878 -0.357099 0.12 -1.16123 -1.02706 -0.420183 0.712421 -1.04315 -0.166805 -0.561222 0.0725106 2.33061 -0.737357 0.878249 -0.138902 -1.42251 0
291 1.22289 -0.294392 0.526938 -0.627861 -0.429175 0.0684721 -0.443161 -0.224126 -0.275199 -0.857425 -1.08587 -1.41192 -1.16123 -1.02706 -0.420183 -0.495072 -0.577456 0.0697978 1.34077 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
292 -0.79286 -0.294392 0.546537 0.410661 0.978505 0.829273 1.15862 0.327003 -0.275199 -0.249322 0.371675 0.885959 0.864172 0.980219 3.11642 0.712421 -0.577456 0.720455 -0.564922 1.81277 -0.559929 0.611467 0.639524 -0.138902 0.700639 0
293 -0.79286 -0.294392 0.422408 -0.00474753 -0.228078 -0.692329 1.15862 -0.224126 -0.275199 0.966883 0.371675 0.885959 -0.14853 -1.02706 -0.420183 -0.495072 1.28531 -0.403408 -0.550121 0.942638 -0.559929 0.611467 5.08418 -0.138902 0.700639 0
294 -0.79286 -0.294392 -1.99484 0.351317 -0.0269805 0.829273 1.15862 0.327003 -0.275199 -1.46553 0.371675 -1.41192 0.864172 -0.0234182 -0.420183 -1.09882 0.819616 0.0697978 1.48878 -0.797617 0.530842 1.96029 -0.268335 -0.138902 0.700639 1
295 1.22289 -0.294392 0.520404 -0.776221 -0.429175 -0.692329 -0.443161 -0.775254 -0.275199 -0.249322 -1.08587 -0.645958 -1.16123 -1.02706 -0.420183 0.712421 -0.111766 -0.285106 1.6738 -0.797617 -0.559929 -0.737357 -0.677446 -0.138902 0.700639 1
296 -0.79286 -0.294392 -1.99484 1.59754 2.28564 1.59007 -1.24405 0.878131 1.376 -0.249322 1.10045 -1.41192 -1.16123 -1.02706 -0.420183 -1.09882 1.28531 0.779606 1.59979 -0.797617 -0.559929 1.96029 -0.0838742 -0.138902 0.700639 1
297 1.22289 -0.294392 0.435474 0.173285 -0.0269805 0.829273 0.357732 0.878131 1.376 0.966883 0.371675 0.885959 1.87687 -0.0234182 -0.420183 1.31617 0.819616 0.128948 -0.805446 1.81277 1.23984 1.96029 -0.26852 -0.138902 -1.42251 0
298 -0.79286 -0.294392 0.455074 0.173285 0.274665 1.59007 1.15862 0.878131 -0.275199 0.966883 1.10045 0.885959 0.864172 -0.0234182 -0.420183 0.712421 1.28531 1.07536 -0.553821 -0.797617 -0.559929 0.611467 -0.0838742 -0.138902 0.700639 0
299 -0.79286 -0.294392 0.389743 1.0041 -0.0269805 0.829273 1.15862 0.327003 -0.275199 0.35878 0.371675 0.885959 1.87687 -0.0234182 -0.420183 1.31617 0.819616 0.483853 -0.583424 1.81277 1.29438 -0.737357 -0.26852 -0.138902 -1.42251 0
300 -0.79286 -0.294392 0.435474 -0.776221 -0.228078 -1.45313 -1.24405 -1.32638 -1.92639 -1.46553 -1.81465 -1.41192 -1.16123 -1.02706 -0.420183 1.31617 -0.577456 -0.344257 1.48878 0.0725106 -0.0145436 1.96029 0.454508 -0.138902 0.700639 1

34
data/tanveer/horse-colic/le_datos.m Executable file
View File

@@ -0,0 +1,34 @@
printf('lendo problema %s ...\n', problema);
n_entradas= 25; n_clases= 2;
n_fich= 2; fich{1}= 'horse-colic.data'; n_patrons(1)= 300; fich{2}= 'horse-colic.test'; n_patrons(2)= 68;
n_max= max(n_patrons);
x = zeros(n_fich, n_max, n_entradas); cl= zeros(n_fich, n_max);
n_patrons_total = sum(n_patrons); n_iter=0;
i_entradas=[1 2 4:23 25 26 28];
n_col=28; t=cell(1,n_col);
for i_fich=1:n_fich
f=fopen(fich{i_fich}, 'r');
if -1==f
error('erro en fopen abrindo %s\n', fich{i_fich});
end
for i=1:n_patrons(i_fich)
fprintf(2,'%5.1f%%\r', 100*n_iter++/n_patrons_total);
for j=1:n_col
t{j}=fscanf(f,'%s',1);
end
for j=1:n_entradas
u = t{i_entradas(j)};
if u=='?'
x(i_fich,i,j)= 0;
else
x(i_fich,i,j)= str2double(u);
end
end
cl(i_fich,i)=str2double(t{24}) - 1;
end
fclose(f);
end