=== Run information === Scheme: weka.classifiers.functions.MultilayerPerceptron -L 0.2 -M 0.2 -N 5000 -V 0 -S 0 -E 20 -H a -R -num-decimal-places 3 -batch-size 150 Relation: zse_export_ERNT-R-A-features Instances: 2195 Attributes: 7 rsi mfi ema so macd sl cl_p Test mode: split 70.0% train, remainder test === Classifier model (full training set) === Linear Node 0 Inputs Weights Threshold 1.2162499117189234 Node 1 -1.4457370346119407 Node 2 -0.17027201741609962 Node 3 -0.9638828191626849 Sigmoid Node 1 Inputs Weights Threshold 1.2801990239037124 Attrib rsi -0.9900367613836879 Attrib mfi 0.14358441315366982 Attrib ema -2.675390684071605 Attrib so -0.10556718364829334 Attrib macd -0.1889562406641677 Attrib sl 0.31343432381092845 Sigmoid Node 2 Inputs Weights Threshold -2.334108751290443 Attrib rsi 1.3792776743951243 Attrib mfi -0.740773405392804 Attrib ema -1.5061500403207424 Attrib so 1.172391298215241 Attrib macd 1.0306503626620525 Attrib sl 2.7436201443529904 Sigmoid Node 3 Inputs Weights Threshold -2.315191089035798 Attrib rsi -0.4452064659259194 Attrib mfi 0.11348151040967111 Attrib ema -3.1053939033783537 Attrib so -0.2668858218738436 Attrib macd -0.5065662868578329 Attrib sl -0.04163416461491719 Class Input Node 0 Time taken to build model: 35.36 seconds === Predictions on test split === inst# actual predicted error 1 1585 1567.437 -17.563 2 1584.99 1549.637 -35.353 3 1574.67 1544.245 -30.425 4 1575.2 1521.958 -53.242 5 1586.98 1518.99 -67.99 6 1583.89 1555.332 -28.558 7 1570.03 1544.964 -25.066 8 1568.87 1516.06 -52.81 9 1565 1517.99 -47.01 10 1530 1506.533 -23.467 11 1549.96 1451.558 -98.402 12 1559 1500.366 -58.634 13 1559.99 1514.096 -45.894 14 1561.94 1514.092 -47.848 15 1572.9 1514.281 -58.619 16 1581.99 1535.595 -46.395 17 1588 1554.821 -33.179 18 1587.8 1560.755 -27.045 19 1310 1562.86 252.86 20 1315 1398.204 83.204 21 1375 1391.534 16.534 22 1378.51 1439.429 60.919 23 1361 1430.588 69.588 24 1365.99 1415.836 49.846 25 1365 1411.792 46.792 26 1370 1400.811 30.811 27 1370 1391.24 21.24 28 1380 1374.723 -5.277 29 1386.66 1360.858 -25.802 30 1379 1338.525 -40.475 31 1386 1306.099 -79.901 32 1381 1299.466 -81.534 33 1390 1286.424 -103.576 34 1390 1339.212 -50.788 35 1384 1349.933 -34.067 36 1383.9 1349.915 -33.985 37 1366.15 1350.724 -15.426 38 1380 1333.496 -46.504 39 1380 1360.777 -19.223 40 1377 1362.819 -14.181 41 1375 1359.603 -15.397 42 1375 1354.179 -20.821 43 1385 1358.825 -26.175 44 1388 1387.944 -0.056 45 1390 1400.221 10.221 46 1403 1400.972 -2.028 47 1410 1410.157 0.157 48 1437.08 1416.984 -20.096 49 1460 1421.915 -38.085 50 1485 1440.523 -44.477 51 1505 1448.67 -56.33 52 1509.5 1463.801 -45.699 53 1502.89 1474.3 -28.59 54 1479 1478.691 -0.309 55 1470 1463.819 -6.181 56 1435 1463.048 28.048 57 1397 1427.723 30.723 58 1405 1396.466 -8.534 59 1400 1408.378 8.378 60 1410 1404.439 -5.561 61 1400 1419.036 19.036 62 1397.05 1408.304 11.254 63 1375 1402.118 27.118 64 1375 1373.629 -1.371 65 1366 1368.469 2.469 66 1330 1350.969 20.969 67 1300 1330.057 30.057 68 1351.01 1297.33 -53.68 69 1361.2 1347.878 -13.322 70 1390 1347.074 -42.926 71 1403.51 1360.669 -42.841 72 1440 1376.141 -63.859 73 1427.3 1387.944 -39.356 74 1425 1380.518 -44.482 75 1400 1378.32 -21.68 76 1386 1367.627 -18.373 77 1410 1362.482 -47.518 78 1400 1380.744 -19.256 79 1385.11 1385.392 0.282 80 1400 1389.518 -10.482 81 1400.01 1409.506 9.496 82 1395.01 1418.738 23.728 83 1390.4 1418.104 27.704 84 1396 1403.565 7.565 85 1395.01 1407.317 12.307 86 1390 1389.978 -0.022 87 1380.01 1375.845 -4.165 88 1385 1362.705 -22.295 89 1377.16 1368.718 -8.442 90 1375.01 1354.905 -20.105 91 1385 1353.192 -31.808 92 1395 1371.4 -23.6 93 1399 1388.274 -10.726 94 1405 1398.29 -6.71 95 1390.01 1403.739 13.729 96 1390 1372.499 -17.501 97 1398.91 1371.947 -26.963 98 1414 1389.999 -24.001 99 1410 1420.783 10.783 100 1410 1409.782 -0.218 101 1413 1412.78 -0.22 102 1410 1421.71 11.71 103 1414.98 1418.325 3.345 104 1405.01 1431.345 26.335 105 1396.2 1412.385 16.185 106 1395.05 1395.591 0.541 107 1405 1393.148 -11.852 108 1392.06 1414.106 22.046 109 1395 1384.85 -10.15 110 1394.5 1392.205 -2.295 111 1385 1389.89 4.89 112 1375.1 1365.632 -9.468 113 1384 1352.424 -31.576 114 1375.5 1378.399 2.899 115 1388.1 1359.515 -28.585 116 1380.15 1384.039 3.889 117 1397.99 1364.98 -33.01 118 1386 1397.406 11.406 119 1381 1376.211 -4.789 120 1379.52 1364.493 -15.027 121 1341.05 1377.397 36.347 122 1340 1323.25 -16.75 123 1352 1325.71 -26.29 124 1355 1343.796 -11.204 125 1387 1347.381 -39.619 126 1385 1390.663 5.663 127 1390 1389.428 -0.572 128 1370.5 1395.308 24.808 129 1356.04 1370.13 14.09 130 1360 1349.097 -10.903 131 1358.08 1353.287 -4.793 132 1356.06 1346.645 -9.415 133 1354 1340.656 -13.344 134 1355 1339.473 -15.527 135 1355 1340.385 -14.615 136 1357 1343.019 -13.981 137 1350 1347.44 -2.56 138 1360 1335.842 -24.158 139 1360 1342.351 -17.649 140 1366 1338.174 -27.826 141 1370.05 1347.931 -22.119 142 1369.01 1353.899 -15.111 143 1370 1352.032 -17.968 144 1380 1356.269 -23.731 145 1386 1378.034 -7.966 146 1380 1392.499 12.499 147 1375.5 1382.009 6.509 148 1375.21 1372.825 -2.385 149 1376 1373.546 -2.454 150 1375 1376.944 1.944 151 1374 1377.196 3.196 152 1367.08 1377.09 10.01 153 1367 1360.626 -6.374 154 1356 1357.794 1.794 155 1341 1326.002 -14.998 156 1300 1303.464 3.464 157 1299 1251.954 -47.046 158 1310 1261.926 -48.074 159 1300 1293.765 -6.235 160 1299.01 1278.47 -20.54 161 1290 1268.558 -21.442 162 1300 1252.116 -47.884 163 1299 1277.606 -21.394 164 1295 1270.591 -24.409 165 1299 1259.322 -39.678 166 1300 1262.97 -37.03 167 1320 1260.201 -59.799 168 1307.43 1289.042 -18.388 169 1299 1274.349 -24.651 170 1298 1265.828 -32.172 171 1299.01 1270.087 -28.923 172 1304.99 1284.626 -20.364 173 1306 1289.574 -16.426 174 1301.19 1291.669 -9.521 175 1298 1280.879 -17.121 176 1298 1275.706 -22.294 177 1299 1263.159 -35.841 178 1299.15 1268.246 -30.904 179 1300 1269.72 -30.28 180 1298 1269.852 -28.148 181 1298 1263.205 -34.795 182 1300 1261.737 -38.263 183 1297.9 1268.253 -29.647 184 1292 1255.299 -36.701 185 1305 1247.325 -57.675 186 1297 1307.456 10.456 187 1291 1279.855 -11.145 188 1300 1259.515 -40.485 189 1300 1292.937 -7.063 190 1327 1297.413 -29.587 191 1375 1346.98 -28.02 192 1360 1366.755 6.755 193 1360.5 1350.695 -9.805 194 1350.5 1348.669 -1.831 195 1341 1341.345 0.345 196 1345 1333.686 -11.314 197 1325.01 1342.526 17.516 198 1330.01 1320.555 -9.455 199 1327 1330.249 3.249 200 1330 1330.803 0.803 201 1330 1336.965 6.965 202 1330.5 1340.787 10.287 203 1332 1345.639 13.639 204 1335 1346.192 11.192 205 1330.01 1349.167 19.157 206 1344.99 1329.851 -15.139 207 1346 1349.397 3.397 208 1344 1346.898 2.898 209 1330 1348.308 18.308 210 1330.01 1325.145 -4.865 211 1339.04 1326.451 -12.589 212 1330.06 1349.662 19.602 213 1339.9 1311.356 -28.544 214 1335 1342.811 7.811 215 1337 1324.167 -12.833 216 1330.06 1335.561 5.501 217 1335 1308.139 -26.861 218 1327.03 1329.983 2.953 219 1334.96 1302.319 -32.641 220 1328.01 1332.911 4.901 221 1327.72 1306.077 -21.643 222 1328 1304.442 -23.558 223 1327.53 1305.072 -22.458 224 1335 1302.414 -32.586 225 1325.01 1335.988 10.978 226 1337 1297.177 -39.823 227 1330 1348.858 18.858 228 1330.04 1318.698 -11.342 229 1348.5 1318.833 -29.667 230 1340 1368.579 28.579 231 1340 1332.584 -7.416 232 1340.17 1332.778 -7.392 233 1350 1335.121 -14.879 234 1340.4 1357.012 16.612 235 1365 1337.172 -27.828 236 1350.13 1385.7 35.57 237 1350 1356.788 6.788 238 1340 1359.623 19.623 239 1335.01 1340.008 4.998 240 1340 1332.218 -7.782 241 1336.8 1345.1 8.3 242 1330.51 1328.502 -2.008 243 1335 1313.333 -21.667 244 1360 1324.087 -35.913 245 1367 1377 10 246 1332.03 1391.654 59.624 247 1330 1317.487 -12.513 248 1320 1315.153 -4.847 249 1319 1303.618 -15.382 250 1318.99 1305.128 -13.862 251 1319.49 1301.849 -17.641 252 1312 1300.571 -11.429 253 1290 1292.851 2.851 254 1286 1278.941 -7.059 255 1290 1272.864 -17.136 256 1300 1278.045 -21.955 257 1304 1293.077 -10.923 258 1295 1296.238 1.238 259 1298.49 1279.852 -18.638 260 1297.99 1278.824 -19.166 261 1298.49 1281.009 -17.481 262 1298.99 1280.619 -18.371 263 1298.34 1283.203 -15.137 264 1295 1285.747 -9.253 265 1290.01 1278.435 -11.575 266 1285 1267.62 -17.38 267 1275 1261.746 -13.254 268 1289 1244.795 -44.205 269 1278.99 1284.665 5.675 270 1193.41 1266.451 73.041 271 1206 1194.712 -11.288 272 1203 1210.153 7.153 273 1185.04 1199.457 14.417 274 1190 1176.082 -13.918 275 1185 1179.399 -5.601 276 1180 1167.211 -12.789 277 1146 1157.134 11.134 278 1141 1133.546 -7.454 279 1149.99 1116.055 -33.935 280 1160 1123.425 -36.575 281 1177 1127.184 -49.816 282 1167.01 1138.907 -28.103 283 1165 1121.892 -43.108 284 1155 1110.431 -44.569 285 1177.97 1108.423 -69.547 286 1157 1152.835 -4.165 287 1143.25 1128.219 -15.031 288 1150 1111.545 -38.455 289 1133 1120.973 -12.027 290 1133.02 1100.628 -32.392 291 1145 1096.443 -48.557 292 1132.17 1118.897 -13.273 293 1132.14 1098.888 -33.252 294 1137 1097.41 -39.59 295 1135 1106.443 -28.557 296 1136 1101.521 -34.479 297 1138.2 1098.559 -39.641 298 1143 1098.915 -44.085 299 1150 1105.933 -44.067 300 1155 1118.975 -36.025 301 1146.05 1128.557 -17.493 302 1144.51 1125.14 -19.37 303 1144 1119.706 -24.294 304 1149.9 1113.379 -36.521 305 1144 1142.896 -1.104 306 1149.89 1123.196 -26.694 307 1150 1147.072 -2.928 308 1149.98 1147.909 -2.071 309 1149.97 1151.332 1.362 310 1145.5 1149.366 3.866 311 1145 1131.747 -13.253 312 1141 1131.785 -9.215 313 1140.51 1099.345 -41.165 314 1140.56 1096.449 -44.111 315 1143 1095.874 -47.126 316 1140.55 1109.812 -30.738 317 1141.5 1093.821 -47.679 318 1146 1101.132 -44.868 319 1140.55 1131.653 -8.897 320 1142 1093.519 -48.481 321 1140.02 1103.409 -36.611 322 1075 1092.381 17.381 323 1050 1000.141 -49.859 324 1062.1 992.103 -69.997 325 1098 1011.352 -86.648 326 1115 1093.923 -21.077 327 1118 1118.151 0.151 328 1116.2 1119.211 3.011 329 1107 1114.422 7.422 330 1109.99 1098.92 -11.07 331 1110 1098.972 -11.028 332 1109.9 1094.899 -15.001 333 1100 1090.53 -9.47 334 1100 1069.877 -30.123 335 1076 1068.599 -7.401 336 1099.9 1029.287 -70.613 337 1080 1085.446 5.446 338 1080 1058.581 -21.419 339 1071 1064.387 -6.613 340 1089.99 1034.201 -55.789 341 1089 1076.919 -12.081 342 1075 1071.866 -3.134 343 1071 1043.577 -27.423 344 1066.07 1031.754 -34.316 345 1071 1019.382 -51.618 346 1064 1031.155 -32.845 347 1065 1013.075 -51.925 348 1050.01 1015.626 -34.384 349 1051.01 994.367 -56.643 350 1051 991.1 -59.9 351 1049.99 990.935 -59.055 352 1038 987.789 -50.211 353 1017.02 971.593 -45.427 354 1010 948.254 -61.746 355 986 940.494 -45.506 356 982.99 922.428 -60.562 357 972.02 918.978 -53.042 358 959.84 903.524 -56.316 359 945 900.99 -44.01 360 970 880.106 -89.894 361 966.05 935.138 -30.912 362 997.99 918.983 -79.007 363 1020 978.259 -41.741 364 1016 1009.298 -6.702 365 1010 997.874 -12.126 366 1017.99 988.752 -29.238 367 1015 1001.53 -13.47 368 1018.87 995.92 -22.95 369 1036.03 1007.892 -28.138 370 1027.22 1034.764 7.544 371 1025 1020.723 -4.277 372 1015 1021.716 6.716 373 1011 1009.776 -1.224 374 1020 1006.677 -13.323 375 1030 1026.294 -3.706 376 1018 1049.123 31.123 377 1020 1023.072 3.072 378 1013 1021.416 8.416 379 1003.3 993.334 -9.966 380 1005 958.883 -46.117 381 992 962.161 -29.839 382 999.97 938.178 -61.792 383 994 965.39 -28.61 384 981.2 947.522 -33.678 385 973 925.791 -47.209 386 965 911.028 -53.972 387 972 898.744 -73.256 388 979.89 912.726 -67.164 389 985 934.194 -50.806 390 970 945.887 -24.113 391 970.1 912.658 -57.442 392 974.9 911.435 -63.465 393 999 923.282 -75.718 394 976.61 995.037 18.427 395 1000 939.857 -60.143 396 1023.97 989.651 -34.319 397 1022 1029.522 7.522 398 1023 1027.506 4.506 399 1005 1028.384 23.384 400 1001.08 992.446 -8.634 401 1005 986.526 -18.474 402 1000 1001.569 1.569 403 995 993.757 -1.243 404 995 984.925 -10.075 405 995 983.535 -11.465 406 982 983.421 1.421 407 999 952.323 -46.677 408 1020 991.419 -28.581 409 1020.3 1035.496 15.196 410 1045 1032.39 -12.61 411 1021.14 1057.956 36.816 412 1005 1006.845 1.845 413 1001 972.923 -28.077 414 1014 964.199 -49.801 415 994 989.768 -4.232 416 990 949.038 -40.962 417 1000 942.245 -57.755 418 992 962.967 -29.033 419 989 950.702 -38.298 420 975 946.187 -28.813 421 994.94 927.511 -67.429 422 985.01 971.28 -13.73 423 975.19 949.758 -25.432 424 986 931.455 -54.545 425 979 951.416 -27.584 426 1000 930.465 -69.535 427 1000 968.801 -31.199 428 986 986.229 0.229 429 979.99 951.03 -28.96 430 960 938.815 -21.185 431 965.02 902.957 -62.063 432 970 917.016 -52.984 433 965 929.702 -35.298 434 980 916.572 -63.428 435 957 959.864 2.864 436 964.6 909.861 -54.739 437 969.9 943.434 -26.466 438 940 952.182 12.182 439 950 890.58 -59.42 440 985 908.8 -76.2 441 984.99 979.771 -5.219 442 989 974.486 -14.514 443 994 981.421 -12.579 444 1002 990.896 -11.104 445 1000 996.538 -3.462 446 952.01 986.013 34.003 447 998 899.716 -98.284 448 985 979.178 -5.822 449 990 958.963 -31.037 450 982 966.832 -15.168 451 983 957.254 -25.746 452 994.99 962.675 -32.315 453 988 986.767 -1.233 454 994.64 977.431 -17.209 455 994.64 988.847 -5.793 456 1015.01 987.04 -27.97 457 1000 1022.438 22.438 458 1018.5 993.289 -25.211 459 1020 1027.003 7.003 460 1030 1020.678 -9.322 461 1031.11 1023.257 -7.853 462 1041.5 1019.553 -21.947 463 1069.96 1039.775 -30.185 464 1070 1070.163 0.163 465 1094.98 1071.107 -23.873 466 1114.49 1094.116 -20.374 467 1125 1107.67 -17.33 468 1121.02 1120.973 -0.047 469 1117 1121.123 4.123 470 1096.02 1127.56 31.54 471 1090 1101.274 11.274 472 1095 1101.645 6.645 473 1098.99 1112.435 13.445 474 1091 1124.743 33.743 475 1089.02 1113.771 24.751 476 1093 1115.606 22.606 477 1091.11 1123.657 32.547 478 1093.15 1116.48 23.33 479 1095 1115.245 20.245 480 1088.06 1109.291 21.231 481 1080 1075.393 -4.607 482 1079 1058.971 -20.029 483 1078.03 1059.137 -18.893 484 1081.5 1052.945 -28.555 485 1080 1067.073 -12.927 486 1080 1064.964 -15.036 487 1077 1067.99 -9.01 488 1080 1056.767 -23.233 489 1080 1065.95 -14.05 490 1081 1066.473 -14.527 491 1125 1070.293 -54.707 492 1100 1155.234 55.234 493 1105 1095.935 -9.065 494 1108 1108.426 0.426 495 1110.5 1114.805 4.305 496 1115 1121.536 6.536 497 1117.27 1131.066 13.796 498 1117.37 1137.558 20.188 499 1117 1140.501 23.501 500 1118.94 1141.76 22.82 501 1119 1148.631 29.631 502 1123.4 1151.838 28.438 503 1122 1165.429 43.429 504 1120 1163.964 43.964 505 1124 1160.807 36.807 506 1122.01 1168.283 46.273 507 1121.5 1166.765 45.265 508 1122.99 1165.82 42.83 509 1122 1169.85 47.85 510 1122 1166.052 44.052 511 1121.5 1161.182 39.682 512 1120 1159.292 39.292 513 1120.9 1148.52 27.62 514 1012 1162.81 150.81 515 1000 953.58 -46.42 516 1015 943.678 -71.322 517 1028 984.678 -43.322 518 1033 1008.127 -24.873 519 1028.91 1013.754 -15.156 520 1019 1002.574 -16.426 521 1015 980.975 -34.025 522 1007 967.578 -39.422 523 1007.01 950.108 -56.902 524 1008.01 939.551 -68.459 525 1015 934.706 -80.294 526 1010.01 941.523 -68.487 527 1010 928.554 -81.446 528 990 917.761 -72.239 529 1008 893.505 -114.495 530 1005 956.733 -48.267 531 1005.01 953.329 -51.681 532 1008.97 956.814 -52.156 533 1008 971.545 -36.455 534 1005 967.575 -37.425 535 1007 961.146 -45.854 536 1008 966.751 -41.249 537 1012.5 971.497 -41.003 538 1016 988.413 -27.587 539 1016 995.677 -20.323 540 1010 996.732 -13.268 541 1010.01 970.765 -39.245 542 1009.9 971.084 -38.816 543 1006 968.15 -37.85 544 1003 957.087 -45.913 545 1001.55 932.572 -68.978 546 1002.03 927.568 -74.462 547 1010 925.244 -84.756 548 1004 971.793 -32.207 549 1005.04 943.159 -61.881 550 1000.99 948.357 -52.633 551 1002 928.104 -73.896 552 1006 929.04 -76.96 553 1014.99 951.693 -63.297 554 1012 1015.043 3.043 555 1013.99 994.348 -19.642 556 1009 1005.642 -3.358 557 1008.87 972.822 -36.048 558 1012.99 971.797 -41.193 559 1019 999.433 -19.567 560 1014.77 1030.346 15.576 561 1027.49 1007.752 -19.738 562 1026.4 1053.275 26.875 563 1017 1048.526 31.526 564 1025 1003.659 -21.341 565 1020 1039.342 19.342 566 1020 1021.301 1.301 567 1025.99 1024.251 -1.739 568 1021.03 1052.113 31.083 569 1026 1027.758 1.758 570 1040 1051.493 11.493 571 1069.97 1080.109 10.139 572 1067.06 1111.838 44.778 573 1095.77 1091.278 -4.492 574 1094 1128.522 34.522 575 1096.48 1127.247 30.767 576 1087 1133.107 46.107 577 1096.47 1112.539 16.069 578 1115 1129.662 14.662 579 1114.99 1148.781 33.791 580 1149 1153.27 4.27 581 1140 1170.904 30.904 582 1165 1161.724 -3.276 583 1165 1189.147 24.147 584 1155 1198.865 43.865 585 1156 1192.804 36.804 586 1150 1197.622 47.622 587 1127 1191.567 64.567 588 1121 1148.821 27.821 589 1130 1137.912 7.912 590 1131 1151.566 20.566 591 1128.01 1154.975 26.965 592 1155 1148.343 -6.657 593 1140.01 1193.727 53.717 594 1141.01 1162.212 21.202 595 1142 1157.484 15.484 596 1149.5 1153.376 3.876 597 1149.99 1166.274 16.284 598 1141.1 1164.292 23.192 599 1135.09 1137.734 2.644 600 1159.99 1124.791 -35.199 601 1155.11 1186.582 31.472 602 1142.1 1176.234 34.134 603 1143.01 1146.095 3.085 604 1138.52 1149.533 11.013 605 1153 1138.176 -14.824 606 1157.9 1178.767 20.867 607 1150.22 1192.341 42.121 608 1177.99 1167.449 -10.541 609 1165 1208.439 43.439 610 1145 1182.353 37.353 611 1145 1139.057 -5.943 612 1137.01 1142.669 5.659 613 1149 1124.318 -24.682 614 1138.06 1149.6 11.54 615 1141.11 1123.789 -17.321 616 1153 1129.473 -23.527 617 1140 1155.88 15.88 618 1122.05 1125.202 3.152 619 1129 1103.516 -25.484 620 1080 1123.173 43.173 621 1081.5 1069.385 -12.115 622 1118.49 1067.848 -50.642 623 1105 1125.164 20.164 624 1118 1103.086 -14.914 625 1101.06 1119.81 18.75 626 1102 1095.919 -6.081 627 1099 1096.205 -2.795 628 1113.5 1089.549 -23.951 629 1102 1106.132 4.132 630 1120 1087.887 -32.113 631 1119 1112.539 -6.461 632 1125 1107.758 -17.242 633 1126 1119.665 -6.335 634 1132 1125.294 -6.706 635 1133 1144.031 11.031 636 1135 1140.449 5.449 637 1139.01 1144.49 5.48 638 1142 1147.775 5.775 639 1145 1156.786 11.786 640 1142 1165.746 23.746 641 1140.51 1159.917 19.407 642 1140.6 1161.737 21.137 643 1140.6 1162.624 22.024 644 1140.5 1168.275 27.775 645 1140.5 1169.282 28.782 646 1150 1169.602 19.602 647 1155 1194.788 39.788 648 1142 1199.7 57.7 649 1146 1153.13 7.13 650 1149 1163.698 14.698 651 1154 1171.787 17.787 652 1154 1191.861 37.861 653 1144 1191.548 47.548 654 1153.99 1144.079 -9.911 655 1146 1186.624 40.624 656 1155.01 1149.752 -5.258 657 1164 1189.714 25.714 658 1164 1196.097 32.097 === Evaluation on test split === Time taken to test model on test split: 0.39 seconds === Summary === Correlation coefficient 0.9812 Mean absolute error 26.6188 Root mean squared error 34.8647 Relative absolute error 10.6604 % Root relative squared error 12.0042 % Total Number of Instances 658