Path: blob/main/Lessons/Lesson 08 - Hyperparameter Optimization (Project)/catboost_info/learn_error.tsv
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iter RMSE 0 9688.953081 1 9324.036835 2 8979.426507 3 8668.706484 4 8341.384244 5 8041.723741 6 7756.032155 7 7484.259486 8 7217.778816 9 6972.655714 10 6725.428968 11 6515.256824 12 6316.487945 13 6094.771798 14 5901.7683 15 5711.192469 16 5570.112237 17 5418.62726 18 5275.491127 19 5116.842016 20 4976.75203 21 4814.547123 22 4665.869842 23 4521.365522 24 4386.381063 25 4281.069357 26 4169.943104 27 4069.448229 28 3965.062408 29 3855.831652 30 3754.822235 31 3678.754034 32 3591.946038 33 3520.531721 34 3436.763255 35 3363.027333 36 3294.848042 37 3223.155863 38 3166.888183 39 3106.406881 40 3037.900289 41 2971.648149 42 2912.36186 43 2865.267363 44 2808.216083 45 2750.679469 46 2701.334774 47 2652.277433 48 2615.158392 49 2576.336778 50 2533.942618 51 2493.181943 52 2454.738816 53 2424.287584 54 2389.008151 55 2356.33917 56 2321.460504 57 2292.116262 58 2266.415545 59 2239.128951 60 2210.228677 61 2183.436171 62 2155.170416 63 2138.858578 64 2118.399692 65 2097.2446 66 2093.917749 67 2076.309151 68 2062.585943 69 2045.054794 70 2020.336136 71 2002.7854 72 1981.469072 73 1965.292774 74 1952.449012 75 1934.528362 76 1919.117687 77 1908.534583 78 1894.449676 79 1877.225515 80 1863.559092 81 1851.799914 82 1839.486874 83 1829.295883 84 1810.399342 85 1797.243811 86 1789.656077 87 1776.213447 88 1768.75969 89 1764.098131 90 1760.588006 91 1757.165104 92 1747.843341 93 1740.862738 94 1728.578309 95 1713.400152 96 1702.834613 97 1691.101405 98 1681.817676 99 1669.297562 100 1663.406357 101 1649.804 102 1642.290586 103 1632.747828 104 1622.964437 105 1611.477519 106 1603.846837 107 1596.153574 108 1584.817285 109 1578.18872 110 1569.349629 111 1563.574115 112 1553.256593 113 1543.193527 114 1532.586697 115 1516.674758 116 1510.684349 117 1501.022122 118 1488.504624 119 1476.701713 120 1466.083416 121 1455.985261 122 1444.414664 123 1436.996439 124 1430.216235 125 1423.338394 126 1417.238427 127 1413.657676 128 1405.669967 129 1402.822611 130 1398.610057 131 1390.68974 132 1386.365904 133 1383.69045 134 1380.590733 135 1376.795039 136 1372.250536 137 1363.126444 138 1358.573455 139 1347.946116 140 1345.670601 141 1339.30698 142 1332.604417 143 1326.177812 144 1318.318519 145 1312.635561 146 1309.350702 147 1303.870355 148 1300.790625 149 1299.192337 150 1295.106878 151 1291.426798 152 1284.149469 153 1280.807167 154 1276.867738 155 1274.968041 156 1271.559045 157 1270.372755 158 1267.523155 159 1264.671074 160 1258.835707 161 1253.229394 162 1249.052821 163 1244.390459 164 1238.931398 165 1235.947634 166 1232.350156 167 1226.381358 168 1222.40876 169 1219.538112 170 1218.169503 171 1212.731245 172 1210.354009 173 1205.7353 174 1203.362664 175 1196.949441 176 1193.715769 177 1192.43885 178 1186.571113 179 1185.845224 180 1183.709659 181 1175.989976 182 1172.861749 183 1170.530397 184 1168.484014 185 1166.788533 186 1166.28331 187 1160.077541 188 1156.42159 189 1154.109619 190 1151.414471 191 1146.588578 192 1145.452526 193 1144.443949 194 1142.425748 195 1140.887201 196 1139.243029 197 1136.691823 198 1133.628713 199 1132.931742 200 1131.984259 201 1127.694069 202 1126.852873 203 1125.978191 204 1125.210308 205 1123.920826 206 1123.120623 207 1119.916616 208 1118.400404 209 1116.678765 210 1115.979779 211 1114.059608 212 1111.962732 213 1111.311962 214 1108.608889 215 1106.294565 216 1104.007188 217 1102.983132 218 1102.306125 219 1100.578679 220 1099.557853 221 1096.234424 222 1094.310672 223 1093.757426 224 1093.119714 225 1092.504049 226 1091.515183 227 1088.121107 228 1086.03828 229 1083.74893 230 1083.231405 231 1081.280872 232 1080.719009 233 1079.487201 234 1076.495961 235 1075.438146 236 1073.603619 237 1072.09462 238 1071.578551 239 1070.705668 240 1069.664903 241 1068.861396 242 1065.795054 243 1065.146197 244 1062.915358 245 1059.449789 246 1057.425448 247 1056.18584 248 1055.60573 249 1055.206197 250 1051.029353 251 1047.218275 252 1046.853842 253 1044.170885 254 1041.12449 255 1039.17806 256 1038.045611 257 1037.020705 258 1036.246365 259 1033.53061 260 1031.50738 261 1030.537243 262 1029.646255 263 1028.817666 264 1026.926336 265 1024.420446 266 1023.738026 267 1022.804721 268 1021.215362 269 1020.300684 270 1019.64585 271 1017.798204 272 1016.03751 273 1015.621427 274 1015.223715 275 1013.938739 276 1012.659413 277 1011.31487 278 1009.590267 279 1007.852494 280 1006.149543 281 1004.600053 282 1003.934119 283 1001.441515 284 1000.106592 285 999.2768109 286 997.7435808 287 996.2080425 288 993.9545394 289 991.1979805 290 990.09596 291 989.1384555 292 987.2562902 293 986.1470607 294 983.9182763 295 982.6591092 296 981.0395212 297 979.2814106 298 978.1420502 299 976.0974891 300 973.6242706 301 972.5843857 302 971.500725 303 970.8178333 304 970.0070131 305 969.070139 306 967.8565653 307 966.0870993 308 965.4637904 309 964.6156857 310 963.5118831 311 962.6232623 312 961.5150603 313 960.0499301 314 958.8812116 315 958.0761889 316 957.5398843 317 955.5738485 318 954.7022696 319 954.0238158 320 953.1284424 321 952.0648055 322 951.2369971 323 950.4381572 324 949.4718218 325 947.9289778 326 946.9485592 327 945.8097496 328 944.6709646 329 943.7783435 330 942.8755929 331 941.899072 332 940.1922533 333 938.7409238 334 937.5714969 335 936.7292681 336 935.8689765 337 934.7485402 338 932.6095791 339 930.880217 340 930.0777448 341 929.0852336 342 928.0639383 343 926.9200386 344 926.0318373 345 924.962699 346 924.4701213 347 923.456528 348 923.1194719 349 922.0865846 350 921.1350315 351 920.4784554 352 919.888655 353 919.1413327 354 918.1856866 355 917.420917 356 916.2885097 357 915.6110302 358 914.8495204 359 914.2255824 360 913.4086815 361 912.6138596 362 911.785677 363 910.9177204 364 910.1448106 365 909.2832452 366 908.0198088 367 907.1487433 368 906.5209496 369 905.9722292 370 905.1588181 371 904.2990702 372 902.8893585 373 901.5319574 374 901.2144262 375 900.5477149 376 899.5052899 377 898.012898 378 897.6966219 379 896.7487952 380 896.0867894 381 895.536651 382 895.35502 383 894.5531256 384 893.8123631 385 893.0872855 386 892.6409432 387 892.2185705 388 890.857505 389 890.6869213 390 888.9426553 391 888.259742 392 886.8305086 393 885.6729912 394 885.5194488 395 885.3740882 396 884.1290622 397 883.1459241 398 882.3688043 399 881.2937622 400 880.503523 401 880.3712458 402 879.7202975 403 878.8540298 404 878.7289862 405 878.133883 406 877.3344318 407 876.7382025 408 876.1073972 409 875.988745 410 875.2620625 411 874.6086732 412 874.4960886 413 874.3892759 414 873.3017588 415 873.2004582 416 873.0693783 417 872.5618747 418 872.2882269 419 871.7829445 420 871.4634333 421 871.3695613 422 871.1838491 423 871.0948515 424 870.5545322 425 869.8215906 426 869.0924495 427 868.4092548 428 867.978167 429 866.9110171 430 866.2135859 431 865.6901346 432 865.5703578 433 865.4901607 434 865.028922 435 864.6810263 436 863.9568105 437 863.0462375 438 862.3664842 439 860.9935244 440 860.09872 441 859.5883613 442 858.6186992 443 857.9730843 444 857.5895103 445 856.9424844 446 856.1010996 447 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