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Ricardo Montañana Gómez
2020-11-20 11:23:40 +01:00
commit 5611e5bc01
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310
data/tanveer/vertebral-column-3clases/column_3C.dat Executable file
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63.03 22.55 39.61 40.48 98.67 -0.25 DH
39.06 10.06 25.02 29 114.41 4.56 DH
68.83 22.22 50.09 46.61 105.99 -3.53 DH
69.3 24.65 44.31 44.64 101.87 11.21 DH
49.71 9.65 28.32 40.06 108.17 7.92 DH
40.25 13.92 25.12 26.33 130.33 2.23 DH
53.43 15.86 37.17 37.57 120.57 5.99 DH
45.37 10.76 29.04 34.61 117.27 -10.68 DH
43.79 13.53 42.69 30.26 125 13.29 DH
36.69 5.01 41.95 31.68 84.24 0.66 DH
49.71 13.04 31.33 36.67 108.65 -7.83 DH
31.23 17.72 15.5 13.52 120.06 0.5 DH
48.92 19.96 40.26 28.95 119.32 8.03 DH
53.57 20.46 33.1 33.11 110.97 7.04 DH
57.3 24.19 47 33.11 116.81 5.77 DH
44.32 12.54 36.1 31.78 124.12 5.42 DH
63.83 20.36 54.55 43.47 112.31 -0.62 DH
31.28 3.14 32.56 28.13 129.01 3.62 DH
38.7 13.44 31 25.25 123.16 1.43 DH
41.73 12.25 30.12 29.48 116.59 -1.24 DH
43.92 14.18 37.83 29.74 134.46 6.45 DH
54.92 21.06 42.2 33.86 125.21 2.43 DH
63.07 24.41 54 38.66 106.42 15.78 DH
45.54 13.07 30.3 32.47 117.98 -4.99 DH
36.13 22.76 29 13.37 115.58 -3.24 DH
54.12 26.65 35.33 27.47 121.45 1.57 DH
26.15 10.76 14 15.39 125.2 -10.09 DH
43.58 16.51 47 27.07 109.27 8.99 DH
44.55 21.93 26.79 22.62 111.07 2.65 DH
66.88 24.89 49.28 41.99 113.48 -2.01 DH
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46.39 11.08 32.14 35.31 98.77 6.39 DH
44.94 17.44 27.78 27.49 117.98 5.57 DH
38.66 12.99 40 25.68 124.91 2.7 DH
59.6 32 46.56 27.6 119.33 1.47 DH
31.48 7.83 24.28 23.66 113.83 4.39 DH
32.09 6.99 36 25.1 132.26 6.41 DH
35.7 19.44 20.7 16.26 137.54 -0.26 DH
55.84 28.85 47.69 27 123.31 2.81 DH
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56.03 16.3 62.28 39.73 114.02 -2.33 DH
50.91 23.02 47 27.9 117.42 -2.53 DH
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41.35 16.58 30.71 24.78 113.27 -4.5 DH
40.56 17.98 34 22.58 121.05 -1.54 DH
41.77 17.9 20.03 23.87 118.36 2.06 DH
55.29 20.44 34 34.85 115.88 3.56 DH
74.43 41.56 27.7 32.88 107.95 5 DH
50.21 29.76 36.1 20.45 128.29 5.74 DH
30.15 11.92 34 18.23 112.68 11.46 DH
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47.66 13.28 36.68 34.38 98.25 6.27 DH
43.35 7.47 28.07 35.88 112.78 5.75 DH
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44.53 9.43 52 35.1 134.71 29.11 SL
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72.08 18.95 51 53.13 114.21 1.01 SL
58.6 -0.26 51.5 58.86 102.04 28.06 SL
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55.51 20.1 44 35.42 122.65 34.55 SL
72.22 23.08 91 49.14 137.74 56.8 SL
70.22 39.82 68.12 30.4 148.53 145.38 SL
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59.79 17.88 59.21 41.91 119.32 22.12 SL
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58.52 13.92 41.47 44.6 115.51 30.39 SL
84.59 30.36 65.48 54.22 108.01 25.12 SL
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70.4 13.47 61.2 56.93 102.34 25.54 SL
49.78 6.47 53 43.32 110.86 25.34 SL
77.41 29.4 63.23 48.01 118.45 93.56 SL
65.01 27.6 50.95 37.41 116.58 7.02 SL
65.01 9.84 57.74 55.18 94.74 49.7 SL
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63.17 6.33 63 56.84 110.64 42.61 SL
68.61 15.08 63.01 53.53 123.43 39.5 SL
63.9 13.71 62.12 50.19 114.13 41.42 SL
85 29.61 83.35 55.39 126.91 71.32 SL
42.02 -6.55 67.9 48.58 111.59 27.34 SL
69.76 19.28 48.5 50.48 96.49 51.17 SL
80.99 36.84 86.96 44.14 141.09 85.87 SL
129.83 8.4 48.38 121.43 107.69 418.54 SL
70.48 12.49 62.42 57.99 114.19 56.9 SL
86.04 38.75 47.87 47.29 122.09 61.99 SL
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83.88 23.08 87.14 60.8 124.65 80.56 SL
80.07 48.07 52.4 32.01 110.71 67.73 SL
65.67 10.54 56.49 55.12 109.16 53.93 SL
74.72 14.32 32.5 60.4 107.18 37.02 SL
48.06 5.69 57.06 42.37 95.44 32.84 SL
70.68 21.7 59.18 48.97 103.01 27.81 SL
80.43 17 66.54 63.43 116.44 57.78 SL
90.51 28.27 69.81 62.24 100.89 58.82 SL
77.24 16.74 49.78 60.5 110.69 39.79 SL
50.07 9.12 32.17 40.95 99.71 26.77 SL
69.78 13.78 58 56 118.93 17.91 SL
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81.75 20.12 70.56 61.63 119.43 55.51 SL
52.2 17.21 78.09 34.99 136.97 54.94 SL
77.12 30.35 77.48 46.77 110.61 82.09 SL
88.02 39.84 81.77 48.18 116.6 56.77 SL
83.4 34.31 78.42 49.09 110.47 49.67 SL
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85.1 21.07 91.73 64.03 109.06 38.03 SL
69.56 15.4 74.44 54.16 105.07 29.7 SL
89.5 48.9 72 40.6 134.63 118.35 SL
85.29 18.28 100.74 67.01 110.66 58.88 SL
60.63 20.6 64.54 40.03 117.23 104.86 SL
60.04 14.31 58.04 45.73 105.13 30.41 SL
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85.58 30.46 78.23 55.12 114.87 68.38 SL
55.08 -3.76 56 58.84 109.92 31.77 SL
65.76 9.83 50.82 55.92 104.39 39.31 SL
79.25 23.94 40.8 55.3 98.62 36.71 SL
81.11 20.69 60.69 60.42 94.02 40.51 SL
48.03 3.97 58.34 44.06 125.35 35 SL
63.4 14.12 48.14 49.29 111.92 31.78 SL
57.29 15.15 64 42.14 116.74 30.34 SL
41.19 5.79 42.87 35.39 103.35 27.66 SL
66.8 14.55 72.08 52.25 82.46 41.69 SL
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44.22 1.51 46.11 42.71 108.63 42.81 SL
57.04 0.35 49.2 56.69 103.05 52.17 SL
64.27 12.51 68.7 51.77 95.25 39.41 SL
92.03 35.39 77.42 56.63 115.72 58.06 SL
67.26 7.19 51.7 60.07 97.8 42.14 SL
118.14 38.45 50.84 79.7 81.02 74.04 SL
115.92 37.52 76.8 78.41 104.7 81.2 SL
53.94 9.31 43.1 44.64 124.4 25.08 SL
83.7 20.27 77.11 63.43 125.48 69.28 SL
56.99 6.87 57.01 50.12 109.98 36.81 SL
72.34 16.42 59.87 55.92 70.08 12.07 SL
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44.25 1.1 38 43.15 98.27 23.91 SL
64.81 15.17 58.84 49.64 111.68 21.41 SL
78.4 14.04 79.69 64.36 104.73 12.39 SL
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50.83 9.06 56.3 41.76 79 23.04 SL
61.41 25.38 39.1 36.03 103.4 21.84 SL
56.56 8.96 52.58 47.6 98.78 50.7 SL
67.03 13.28 66.15 53.75 100.72 33.99 SL
80.82 19.24 61.64 61.58 89.47 44.17 SL
80.65 26.34 60.9 54.31 120.1 52.47 SL
68.72 49.43 68.06 19.29 125.02 54.69 SL
37.9 4.48 24.71 33.42 157.85 33.61 SL
64.62 15.23 67.63 49.4 90.3 31.33 SL
75.44 31.54 89.6 43.9 106.83 54.97 SL
71 37.52 84.54 33.49 125.16 67.77 SL
81.06 20.8 91.78 60.26 125.43 38.18 SL
91.47 24.51 84.62 66.96 117.31 52.62 SL
81.08 21.26 78.77 59.83 90.07 49.16 SL
60.42 5.27 59.81 55.15 109.03 30.27 SL
85.68 38.65 82.68 47.03 120.84 61.96 SL
82.41 29.28 77.05 53.13 117.04 62.77 SL
43.72 9.81 52 33.91 88.43 40.88 SL
86.47 40.3 61.14 46.17 97.4 55.75 SL
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70.25 10.34 76.37 59.91 119.24 32.67 SL
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71.24 5.27 86 65.97 110.7 38.26 SL
63.77 12.76 65.36 51.01 89.82 56 SL
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56.54 14.38 44.99 42.16 101.72 25.77 SL
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38.51 16.96 35.11 21.54 127.63 7.99 NO
54.92 18.97 51.6 35.95 125.85 2 NO
44.36 8.95 46.9 35.42 129.22 4.99 NO
48.32 17.45 48 30.87 128.98 -0.91 NO
45.7 10.66 42.58 35.04 130.18 -3.39 NO
30.74 13.35 35.9 17.39 142.41 -2.01 NO
50.91 6.68 30.9 44.24 118.15 -1.06 NO
38.13 6.56 50.45 31.57 132.11 6.34 NO
51.62 15.97 35 35.66 129.39 1.01 NO
64.31 26.33 50.96 37.98 106.18 3.12 NO
44.49 21.79 31.47 22.7 113.78 -0.28 NO
54.95 5.87 53 49.09 126.97 -0.63 NO
56.1 13.11 62.64 43 116.23 31.17 NO
69.4 18.9 75.97 50.5 103.58 -0.44 NO
89.83 22.64 90.56 67.2 100.5 3.04 NO
59.73 7.72 55.34 52 125.17 3.24 NO
63.96 16.06 63.12 47.9 142.36 6.3 NO
61.54 19.68 52.89 41.86 118.69 4.82 NO
38.05 8.3 26.24 29.74 123.8 3.89 NO
43.44 10.1 36.03 33.34 137.44 -3.11 NO
65.61 23.14 62.58 42.47 124.13 -4.08 NO
53.91 12.94 39 40.97 118.19 5.07 NO
43.12 13.82 40.35 29.3 128.52 0.97 NO
40.68 9.15 31.02 31.53 139.12 -2.51 NO
37.73 9.39 42 28.35 135.74 13.68 NO
63.93 19.97 40.18 43.96 113.07 -11.06 NO
61.82 13.6 64 48.22 121.78 1.3 NO
62.14 13.96 58 48.18 133.28 4.96 NO
69 13.29 55.57 55.71 126.61 10.83 NO
56.45 19.44 43.58 37 139.19 -1.86 NO
41.65 8.84 36.03 32.81 116.56 -6.05 NO
51.53 13.52 35 38.01 126.72 13.93 NO
39.09 5.54 26.93 33.55 131.58 -0.76 NO
34.65 7.51 43 27.14 123.99 -4.08 NO
63.03 27.34 51.61 35.69 114.51 7.44 NO
47.81 10.69 54 37.12 125.39 -0.4 NO
46.64 15.85 40 30.78 119.38 9.06 NO
49.83 16.74 28 33.09 121.44 1.91 NO
47.32 8.57 35.56 38.75 120.58 1.63 NO
50.75 20.24 37 30.52 122.34 2.29 NO
36.16 -0.81 33.63 36.97 135.94 -2.09 NO
40.75 1.84 50 38.91 139.25 0.67 NO
42.92 -5.85 58 48.76 121.61 -3.36 NO
63.79 21.35 66 42.45 119.55 12.38 NO
72.96 19.58 61.01 53.38 111.23 0.81 NO
67.54 14.66 58 52.88 123.63 25.97 NO
54.75 9.75 48 45 123.04 8.24 NO
50.16 -2.97 42 53.13 131.8 -8.29 NO
40.35 10.19 37.97 30.15 128.01 0.46 NO
63.62 16.93 49.35 46.68 117.09 -0.36 NO
54.14 11.94 43 42.21 122.21 0.15 NO
74.98 14.92 53.73 60.05 105.65 1.59 NO
42.52 14.38 25.32 28.14 128.91 0.76 NO
33.79 3.68 25.5 30.11 128.33 -1.78 NO
54.5 6.82 47 47.68 111.79 -4.41 NO
48.17 9.59 39.71 38.58 135.62 5.36 NO
46.37 10.22 42.7 36.16 121.25 -0.54 NO
52.86 9.41 46.99 43.45 123.09 1.86 NO
57.15 16.49 42.84 40.66 113.81 5.02 NO
37.14 16.48 24 20.66 125.01 7.37 NO
51.31 8.88 57 42.44 126.47 -2.14 NO
42.52 16.54 42 25.97 120.63 7.88 NO
39.36 7.01 37 32.35 117.82 1.9 NO
35.88 1.11 43.46 34.77 126.92 -1.63 NO
43.19 9.98 28.94 33.22 123.47 1.74 NO
67.29 16.72 51 50.57 137.59 4.96 NO
51.33 13.63 33.26 37.69 131.31 1.79 NO
65.76 13.21 44 52.55 129.39 -1.98 NO
40.41 -1.33 30.98 41.74 119.34 -6.17 NO
48.8 18.02 52 30.78 139.15 10.44 NO
50.09 13.43 34.46 36.66 119.13 3.09 NO
64.26 14.5 43.9 49.76 115.39 5.95 NO
53.68 13.45 41.58 40.24 113.91 2.74 NO
49 13.11 51.87 35.88 126.4 0.54 NO
59.17 14.56 43.2 44.6 121.04 2.83 NO
67.8 16.55 43.26 51.25 119.69 4.87 NO
61.73 17.11 46.9 44.62 120.92 3.09 NO
33.04 -0.32 19.07 33.37 120.39 9.35 NO
74.57 15.72 58.62 58.84 105.42 0.6 NO
44.43 14.17 32.24 30.26 131.72 -3.6 NO
36.42 13.88 20.24 22.54 126.08 0.18 NO
51.08 14.21 35.95 36.87 115.8 6.91 NO
34.76 2.63 29.5 32.12 127.14 -0.46 NO
48.9 5.59 55.5 43.32 137.11 19.85 NO
46.24 10.06 37 36.17 128.06 -5.1 NO
46.43 6.62 48.1 39.81 130.35 2.45 NO
39.66 16.21 36.67 23.45 131.92 -4.97 NO
45.58 18.76 33.77 26.82 116.8 3.13 NO
66.51 20.9 31.73 45.61 128.9 1.52 NO
82.91 29.89 58.25 53.01 110.71 6.08 NO
50.68 6.46 35 44.22 116.59 -0.21 NO
89.01 26.08 69.02 62.94 111.48 6.06 NO
54.6 21.49 29.36 33.11 118.34 -1.47 NO
34.38 2.06 32.39 32.32 128.3 -3.37 NO
45.08 12.31 44.58 32.77 147.89 -8.94 NO
47.9 13.62 36 34.29 117.45 -4.25 NO
53.94 20.72 29.22 33.22 114.37 -0.42 NO
61.45 22.69 46.17 38.75 125.67 -2.71 NO
45.25 8.69 41.58 36.56 118.55 0.21 NO
33.84 5.07 36.64 28.77 123.95 -0.2 NO

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data/tanveer/vertebral-column-3clases/conxuntos.dat Executable file
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52 26 19 43 11 41 50 45 2 13 58 0 21 18 9 10 8 5 1 23 25 55 28 42 47 16 29 37 48 39 290 213 279 245 293 233 217 251 256 249 266 287 297 225 252 288 272 215 299 276 260 267 273 253 270 250 240 264 220 221 283 308 278 262 210 247 214 268 294 301 291 236 241 222 238 211 304 228 259 277 155 91 156 140 92 176 116 109 60 137 163 88 177 166 132 123 120 131 66 170 207 100 143 89 94 97 165 204 144 203 90 72 63 196 148 61 83 96 172 74 171 181 103 195 126 127 164 118 142 133 84 206 124 68 78 187 202 161 106 79 145 154 80 70 153 108 193 200 87 62 86 117 201 182 186
34 44 17 30 22 46 40 7 51 3 59 36 12 56 6 20 57 31 53 49 54 35 24 15 4 27 38 33 14 32 306 254 216 281 300 223 285 235 234 265 269 261 224 232 229 263 284 282 248 303 295 280 237 296 257 302 244 219 242 243 307 286 298 212 255 218 271 239 246 289 226 230 227 305 231 292 258 274 275 309 95 208 119 189 167 194 190 130 188 141 149 159 162 197 67 102 121 71 64 114 184 199 138 107 173 209 175 146 113 185 82 98 73 139 160 169 81 152 104 75 110 192 150 178 168 179 69 205 85 105 125 158 93 147 136 77 183 198 129 76 99 122 128 191 134 115 112 157 174 151 180 65 101 111 135

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data/tanveer/vertebral-column-3clases/conxuntos_kfold.dat Executable file
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49 1 55 32 30 6 27 47 29 44 15 16 35 50 52 59 7 28 38 45 34 0 22 8 51 9 40 3 2 48 56 53 12 26 37 14 13 18 19 43 25 11 21 4 33 244 294 253 252 261 259 214 280 234 258 216 289 254 224 274 257 277 249 218 228 290 212 298 296 270 286 222 223 233 251 230 305 262 287 255 210 302 291 264 267 276 231 282 226 265 239 232 268 238 236 213 260 271 307 240 227 256 221 283 217 284 211 269 263 308 250 245 235 220 278 300 229 272 242 219 146 126 76 155 183 132 139 61 102 122 168 145 78 109 71 187 89 74 201 128 108 79 72 163 184 112 105 143 135 116 197 107 202 110 180 160 66 91 161 88 151 127 193 93 154 137 186 150 134 158 164 113 178 94 123 70 192 198 121 90 182 165 147 106 196 83 189 200 62 159 207 86 131 167 133 68 65 130 209 82 136 117 188 169 141 103 162 205 87 80 153 138 111 81 190 181 179 177 191 119 97 73 60 175 140 63 195 69 101 100 166 174 144
20 24 41 54 5 39 46 17 57 23 10 58 36 31 42 273 266 285 243 292 303 306 237 225 288 215 241 281 299 248 304 246 275 247 295 279 301 297 293 309 203 204 148 157 114 149 125 176 115 98 185 85 152 206 67 173 92 64 99 199 170 120 171 75 208 104 156 96 129 77 118 124 142 172 84 194 95
26 32 30 1 15 57 12 11 33 55 38 29 54 21 42 6 16 5 37 27 39 24 0 18 53 19 44 48 40 3 56 13 22 35 59 58 28 47 23 4 34 10 50 36 20 297 244 213 234 281 286 238 287 301 232 280 283 253 270 262 302 225 264 236 240 245 256 258 257 249 278 254 288 239 219 279 267 293 227 260 216 282 300 263 289 259 294 255 273 231 248 222 212 230 265 299 285 296 242 224 277 241 291 220 268 305 269 243 246 235 226 237 214 284 290 223 304 233 306 307 95 119 184 181 188 98 101 74 88 96 66 140 64 113 114 148 154 157 82 77 136 153 167 80 103 131 129 75 127 158 182 68 123 192 89 163 109 65 159 102 83 179 185 116 143 195 97 155 104 138 200 199 186 118 165 105 170 120 150 177 87 160 110 147 144 92 190 125 85 151 191 69 79 111 198 72 93 166 112 100 161 173 145 146 94 133 194 180 176 137 61 142 206 197 70 205 63 183 76 209 71 171 124 141 168 122 189 187 62 108 172 60 178
25 2 14 41 31 43 49 9 45 52 8 46 7 17 51 229 275 252 250 217 211 292 276 261 309 221 210 251 272 228 218 295 274 215 303 308 266 298 271 247 132 149 169 156 134 201 139 78 121 162 202 164 67 130 175 107 135 203 86 204 207 117 84 99 73 193 106 152 91 174 90 196 208 115 81 128 126
54 11 16 31 51 20 10 4 40 14 25 26 8 59 42 46 9 47 28 44 15 55 29 27 37 7 39 48 56 19 38 58 49 21 52 2 36 22 32 23 35 53 34 0 12 218 279 228 248 281 211 235 249 227 302 300 287 264 241 283 291 274 305 307 290 256 267 266 232 272 261 220 239 262 234 253 231 223 303 251 284 219 217 250 259 214 233 252 277 213 282 229 289 254 212 292 240 299 242 275 257 258 273 260 238 224 298 216 244 286 271 245 226 215 247 237 294 255 295 296 150 123 109 107 102 138 106 136 91 199 95 126 166 74 196 76 133 145 148 191 143 140 174 88 101 98 131 171 130 183 84 68 103 192 146 164 158 113 142 105 97 185 201 73 170 134 122 189 82 81 180 104 135 209 79 129 100 87 94 127 125 121 165 152 204 83 62 141 111 144 156 208 78 80 207 190 178 159 172 168 115 195 116 112 176 72 202 118 182 60 117 184 206 119 61 181 139 162 193 124 198 179 99 77 188 128 85 147 205 197 173 114 67
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57 25 22 37 48 13 45 20 10 51 0 50 33 24 19 283 226 210 260 227 270 290 244 285 269 257 304 222 216 234 224 272 280 299 247 288 309 217 308 275 162 172 141 127 105 133 81 197 158 190 174 205 92 171 179 108 126 97 163 161 160 153 209 206 101 129 145 122 61 76 113 142 188 100 63 98 90

BIN
data/tanveer/vertebral-column-3clases/descripcion_vertebral_column.pdf Executable file
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31
data/tanveer/vertebral-column-3clases/le_datos.m Executable file
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@@ -0,0 +1,31 @@
printf('lendo problema %s ...\n', problema);
n_entradas= 6; n_clases= 3; n_fich= 1; fich{1}= 'column_3C.dat'; n_patrons(1)= 310;
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;
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_entradas
x(i_fich,i,j) = fscanf(f,'%g',1);
end
t= fscanf(f,'%s',1); % lectura da clase
if strcmp(t, 'DH')
cl(i_fich,i) = 0;
elseif strcmp(t, 'NO')
cl(i_fich,i) = 1;
elseif strcmp(t, 'SL')
cl(i_fich,i) = 2;
else
error('clase %s descoñecida', t)
end
end
fclose(f);
end

319
data/tanveer/vertebral-column-3clases/vertebral-column-3clases.arff Executable file
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@@ -0,0 +1,319 @@
@relation vertebral-column-3clases
@attribute 'f1' real
@attribute 'f2' real
@attribute 'f3' real
@attribute 'f4' real
@attribute 'f5' real
@attribute 'f6' real
@attribute 'clase' {0,1,2}
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6
data/tanveer/vertebral-column-3clases/vertebral-column-3clases.cost Executable file
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@@ -0,0 +1,6 @@
% Rows Columns
3 3
% Matrix elements
0.0 1.0 1.0
1.0 0.0 1.0
1.0 1.0 0.0

8
data/tanveer/vertebral-column-3clases/vertebral-column-3clases.txt Executable file
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@@ -0,0 +1,8 @@
n_entradas= 6
n_clases= 3
n_arquivos= 1
fich1= vertebral-column-3clases_R.dat
n_patrons1= 310
n_patrons_entrena= 155
n_patrons_valida= 155
n_conxuntos= 1

311
data/tanveer/vertebral-column-3clases/vertebral-column-3clases_R.dat Executable file
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@@ -0,0 +1,311 @@
f1 f2 f3 f4 f5 f6 clase
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