rmse
All checks were successful
s434765-training/pipeline/head This commit looks good

This commit is contained in:
Karolina Oparczyk 2021-05-17 20:33:33 +02:00
parent c921ba1ce2
commit 7a94a4d989
3 changed files with 408 additions and 408 deletions

View File

@ -12,7 +12,7 @@ node {
} }
stage('Clone repo') { stage('Clone repo') {
docker.image("karopa/ium:08").inside { docker.image("karopa/ium:09").inside {
stage('Test') { stage('Test') {
checkout([$class: 'GitSCM', branches: [[name: '*/master']], doGenerateSubmoduleConfigurations: false, extensions: [], submoduleCfg: [], userRemoteConfigs: [[url: 'https://git.wmi.amu.edu.pl/s434765/ium_434765']]]) checkout([$class: 'GitSCM', branches: [[name: '*/master']], doGenerateSubmoduleConfigurations: false, extensions: [], submoduleCfg: [], userRemoteConfigs: [[url: 'https://git.wmi.amu.edu.pl/s434765/ium_434765']]])
copyArtifacts fingerprintArtifacts: true, projectName: 's434765-create-dataset', selector: buildParameter("BUILD_SELECTOR") copyArtifacts fingerprintArtifacts: true, projectName: 's434765-create-dataset', selector: buildParameter("BUILD_SELECTOR")

View File

@ -39,7 +39,7 @@ model.compile(loss='mean_absolute_error', optimizer="Adam", metrics=['mean_absol
model.fit(X, y, epochs=30, validation_split = 0.3) model.fit(X, y, epochs=30, validation_split = 0.3)
data = pd.read_csv("data_dev", sep=',', error_bad_lines=False).dropna() data = pd.read_csv("data_dev", sep=',', error_bad_lines=False, skip_blank_lines=True).dropna()
X_test = data.loc[:,data.columns == "440265"].astype(int) X_test = data.loc[:,data.columns == "440265"].astype(int)
y_test = data.loc[:,data.columns == "21629"].astype(int) y_test = data.loc[:,data.columns == "21629"].astype(int)

View File

@ -1,406 +1,406 @@
predicted: 42803.13399100304 expected: 99803 predicted: 54219.244834486395 expected: 99803
predicted: -440.50057288474636 expected: 12436 predicted: 6282.930206091143 expected: 12436
predicted: 9096.48258971516 expected: 26510 predicted: 21489.250423718244 expected: 26510
predicted: 15059.254331899807 expected: 54016 predicted: 27520.643938072026 expected: 54016
predicted: 14779.027984969318 expected: 8335 predicted: 27273.550573628396 expected: 8335
predicted: -1048.419759948505 expected: 523 predicted: 5580.153577243909 expected: 523
predicted: 4162.728378499858 expected: 11434 predicted: 13775.527116564102 expected: 11434
predicted: 6076.9264799859375 expected: 6045 predicted: 16883.396133776754 expected: 6045
predicted: 8906.77706775628 expected: 17659 predicted: 21223.035678537562 expected: 17659
predicted: -275.11887871992076 expected: 6673 predicted: 6474.914746358991 expected: 6673
predicted: 22976.2852220349 expected: 230 predicted: 34440.94180992991 expected: 230
predicted: -873.6253243730753 expected: 1395 predicted: 5783.893453215249 expected: 1395
predicted: 7387.914224016946 expected: 33556 predicted: 18985.166732598096 expected: 33556
predicted: 20133.238321926445 expected: 62338 predicted: 31993.954921934754 expected: 62338
predicted: -1394.7200996365864 expected: 6490 predicted: 5207.008885664865 expected: 6490
predicted: 43515.973756019026 expected: 73435 predicted: 54967.91182909161 expected: 73435
predicted: -2354.6053545435425 expected: 213 predicted: 4175.153009929694 expected: 213
predicted: -852.5803109296248 expected: 8963 predicted: 5808.833725125529 expected: 8963
predicted: 12757.92553338036 expected: 12414 predicted: 25490.768593208864 expected: 12414
predicted: -2684.9189116803464 expected: 427 predicted: 3780.2682943840045 expected: 427
predicted: -306.64225712552434 expected: 1351 predicted: 6437.755561393686 expected: 1351
predicted: -509.9318278985447 expected: 1116 predicted: 6203.826276916079 expected: 1116
predicted: -2397.3568560665008 expected: 634 predicted: 4130.192642907612 expected: 634
predicted: 24697.15639975667 expected: 13688 predicted: 35916.17197597399 expected: 13688
predicted: -1773.096863614628 expected: 4171 predicted: 4793.699340423103 expected: 4171
predicted: 41920.75953288004 expected: 100843 predicted: 53281.93883023411 expected: 100843
predicted: -2671.4035936596338 expected: 15 predicted: 3797.0608862375375 expected: 15
predicted: 3184.862200021278 expected: 2231 predicted: 12057.913304445334 expected: 2231
predicted: -2487.3598300600424 expected: 1345 predicted: 4023.8988118525594 expected: 1345
predicted: -2092.4485702079255 expected: 381 predicted: 4451.603429270908 expected: 381
predicted: -1689.760539580835 expected: 3131 predicted: 4883.495885033626 expected: 3131
predicted: -1666.0559999358375 expected: 1192 predicted: 4909.072746292688 expected: 1192
predicted: 370.37027830124134 expected: 8909 predicted: 7356.25966459699 expected: 8909
predicted: -2122.778047331143 expected: 2883 predicted: 4418.829742931761 expected: 2883
predicted: -2211.753614464309 expected: 2465 predicted: 4325.145405440591 expected: 2465
predicted: -1431.4453325923532 expected: 3970 predicted: 5167.413312573917 expected: 3970
predicted: 3469.6212242769543 expected: 6464 predicted: 12566.450074989349 expected: 6464
predicted: 5293.091123397462 expected: 14139 predicted: 15591.273333522491 expected: 14139
predicted: 1483.9084952266421 expected: 8665 predicted: 9089.553577726707 expected: 8665
predicted: 334.81358733511297 expected: 6932 predicted: 7304.5456676110625 expected: 6932
predicted: 4162.98386744922 expected: 17620 predicted: 13775.943293368444 expected: 17620
predicted: 11045.168381326832 expected: 12060 predicted: 23857.567571550608 expected: 12060
predicted: 1064.0826782610966 expected: 10933 predicted: 8385.797653574497 expected: 10933
predicted: 12786.04164195247 expected: 2435 predicted: 25516.02929281816 expected: 2435
predicted: -2191.8138632799964 expected: 1633 predicted: 4346.0243984675035 expected: 1633
predicted: 6911.031064881943 expected: 32256 predicted: 18237.711295979097 expected: 32256
predicted: -1571.349943649955 expected: 3331 predicted: 5012.853400335647 expected: 3331
predicted: 5319.175644516945 expected: 6686 predicted: 15632.76777253393 expected: 6686
predicted: 481.45677868282655 expected: 5293 predicted: 7518.009291833267 expected: 5293
predicted: 45439.83303703368 expected: 38119 predicted: 56966.645014449954 expected: 38119
predicted: 5489.951757954899 expected: 2622 predicted: 15904.430736608803 expected: 2622
predicted: 723.9620071610552 expected: 5214 predicted: 7852.983270769939 expected: 5214
predicted: 2110.069723626366 expected: 5979 predicted: 10157.593135165982 expected: 5979
predicted: -1425.5389874095563 expected: 3885 predicted: 5173.9365758784115 expected: 3885
predicted: -2457.1085638396908 expected: 125 predicted: 4059.644512500614 expected: 125
predicted: 14688.27489731647 expected: 43318 predicted: 27193.83233336173 expected: 43318
predicted: -2166.875013386132 expected: 5873 predicted: 4372.1221917402 expected: 5873
predicted: -1613.0915765149985 expected: 4889 predicted: 4966.610374506563 expected: 4889
predicted: -1595.8086260007694 expected: 7932 predicted: 4985.75782554457 expected: 7932
predicted: 36791.20503734797 expected: 56187 predicted: 47663.696069289 expected: 56187
predicted: -1489.061645714566 expected: 2305 predicted: 5103.76385780517 expected: 2305
predicted: 75515.34371646494 expected: 172739 predicted: 89150.46377617121 expected: 172739
predicted: 12668.516725245863 expected: 3192 predicted: 25410.443625938147 expected: 3192
predicted: -2702.8770829893183 expected: 19 predicted: 3758.0165815104265 expected: 19
predicted: 3522.9800202504266 expected: 6959 predicted: 12662.437131063081 expected: 6959
predicted: 3488.98624382657 expected: 4028 predicted: 12601.2051042011 expected: 4028
predicted: 66826.59589363635 expected: 123947 predicted: 79488.8595386967 expected: 123947
predicted: 68479.44159807265 expected: 53461 predicted: 81312.58231973648 expected: 53461
predicted: -2524.766208878951 expected: 648 predicted: 3979.486395156011 expected: 648
predicted: 3671.017617195146 expected: 8920 predicted: 12929.086065256037 expected: 8920
predicted: 4001.410096243024 expected: 111 predicted: 13512.801051656716 expected: 111
predicted: -497.78330465609906 expected: 511 predicted: 6217.667236695997 expected: 511
predicted: 44362.67266630381 expected: 60229 predicted: 55852.22781362757 expected: 60229
predicted: -2444.223910099361 expected: 534 predicted: 4074.869568258524 expected: 534
predicted: -108.80931884382153 expected: 2939 predicted: 6671.531268098392 expected: 2939
predicted: 6862.722323206253 expected: 39810 predicted: 18161.855252297595 expected: 39810
predicted: 5542.175310823135 expected: 13978 predicted: 15987.506831638515 expected: 13978
predicted: 8415.240977467969 expected: 3202 predicted: 20517.971499282867 expected: 3202
predicted: 774.9377406244748 expected: 5446 predicted: 7927.606900224462 expected: 5446
predicted: 67739.21948495507 expected: 221868 predicted: 80495.3665498048 expected: 221868
predicted: 52618.626948967576 expected: 35529 predicted: 64383.139398396015 expected: 35529
predicted: 95409.44438178837 expected: 228488 predicted: 111939.75194351375 expected: 228488
predicted: -877.0724106662092 expected: 2728 predicted: 5779.809422069229 expected: 2728
predicted: 12803.751434394158 expected: 18257 predicted: 25531.936916455626 expected: 18257
predicted: 54066.288956765085 expected: 11808 predicted: 65877.55351389945 expected: 11808
predicted: 15310.877292633057 expected: 57879 predicted: 27743.242595748976 expected: 57879
predicted: 8985.425003667362 expected: 22885 predicted: 21335.04317155108 expected: 22885
predicted: 37805.15203834325 expected: 62409 predicted: 48815.6317512244 expected: 62409
predicted: -706.234084010066 expected: 5717 predicted: 5978.960925072432 expected: 5717
predicted: 26494.202152837068 expected: 29851 predicted: 37477.99725367129 expected: 29851
predicted: 375.1911509533529 expected: 5943 predicted: 7363.268309504725 expected: 5943
predicted: -2401.6364144696854 expected: 2618 predicted: 4125.189515151549 expected: 2618
predicted: -2127.7776200461667 expected: 4333 predicted: 4413.42608055193 expected: 4333
predicted: 32063.65647856891 expected: 66687 predicted: 42502.73586720973 expected: 66687
predicted: -2241.857227980159 expected: 2286 predicted: 4293.560050819535 expected: 2286
predicted: 206329.07587704062 expected: 15412 predicted: 239286.07719637454 expected: 15412
predicted: -844.2704025001149 expected: 1263 predicted: 5818.681662810035 expected: 1263
predicted: 11157.540858553723 expected: 28956 predicted: 23970.407418172807 expected: 28956
predicted: 1361.0458029008005 expected: 21855 predicted: 8885.425017268397 expected: 21855
predicted: -2159.753081170609 expected: 445 predicted: 4379.5754537805915 expected: 445
predicted: 7302.100747386925 expected: 15528 predicted: 18853.5657493975 expected: 15528
predicted: -1838.6186399974395 expected: 4936 predicted: 4723.7915914086625 expected: 4936
predicted: 46020.956161513925 expected: 28926 predicted: 57567.86976298317 expected: 28926
predicted: -1564.7548685164656 expected: 1767 predicted: 5020.144552504644 expected: 1767
predicted: 1498.0333842842374 expected: 9086 predicted: 9113.022536652163 expected: 9086
predicted: 81540.62066420913 expected: 80332 predicted: 96014.91242730618 expected: 80332
predicted: 5210.826525735669 expected: 18968 predicted: 15460.408954825252 expected: 18968
predicted: -2697.8782212825026 expected: 144 predicted: 3764.204722946277 expected: 144
predicted: 51330.22319564596 expected: 117929 predicted: 63055.252885285765 expected: 117929
predicted: 57471.8817588985 expected: 36090 predicted: 69443.89484371245 expected: 36090
predicted: 2150.457122858148 expected: 11346 predicted: 10229.535789671354 expected: 11346
predicted: 4862.355240986217 expected: 17500 predicted: 14906.124968175776 expected: 17500
predicted: 22091.49143998325 expected: 38761 predicted: 33683.69721230492 expected: 38761
predicted: 17955.213514827192 expected: 54093 predicted: 30079.27049083449 expected: 54093
predicted: -2681.825314967893 expected: 121 predicted: 3784.1124787612353 expected: 121
predicted: 6931.890149679035 expected: 11582 predicted: 18270.472658175975 expected: 11582
predicted: 5291.075178125408 expected: 36133 predicted: 15588.067160510458 expected: 36133
predicted: -2288.18723381334 expected: 399 predicted: 4244.949367658235 expected: 399
predicted: 31874.145298853517 expected: 133400 predicted: 42310.72952269018 expected: 133400
predicted: -605.3616905400413 expected: 379 predicted: 6095.1017458010465 expected: 379
predicted: 1788.1199930415023 expected: 4527 predicted: 9594.917355641723 expected: 4527
predicted: 1306.2338246518048 expected: 8634 predicted: 8794.361930036917 expected: 8634
predicted: -2368.1962764370255 expected: 964 predicted: 4160.859848929569 expected: 964
predicted: 6878.930466312915 expected: 19267 predicted: 18187.307450117543 expected: 19267
predicted: -2578.8670604187064 expected: 71 predicted: 3913.0604533355217 expected: 71
predicted: -841.6562623225036 expected: 4621 predicted: 5821.780710585415 expected: 4621
predicted: 36155.30204848945 expected: 65854 predicted: 46930.89119379595 expected: 65854
predicted: -2486.571321957512 expected: 263 predicted: 4024.8297585994005 expected: 263
predicted: -2360.2720899602864 expected: 1012 predicted: 4169.193813136779 expected: 1012
predicted: 18563.07433996722 expected: 9119 predicted: 30615.81814073585 expected: 9119
predicted: 5415.2522876248695 expected: 20302 predicted: 15785.601356843486 expected: 20302
predicted: -2723.742329857545 expected: 20 predicted: 3732.191815389553 expected: 20
predicted: 412.1134516840684 expected: 12488 predicted: 7416.93710505683 expected: 12488
predicted: -2170.728677872801 expected: 449 predicted: 4368.089353185147 expected: 449
predicted: -723.8989644332905 expected: 4496 predicted: 5958.536977298558 expected: 4496
predicted: 2271.0609421075787 expected: 2981 predicted: 10443.541676153429 expected: 2981
predicted: 3990.2344692316838 expected: 1623 predicted: 13494.676978432573 expected: 1623
predicted: -963.6382524815272 expected: 2280 predicted: 5678.3959513530135 expected: 2280
predicted: -2665.7567664727103 expected: 29 predicted: 3804.0761672218796 expected: 29
predicted: 111514.67142038792 expected: 96880 predicted: 130507.5397938937 expected: 96880
predicted: -2615.0391289887484 expected: 356 predicted: 3867.1018307895865 expected: 356
predicted: 13072.417735875584 expected: 35273 predicted: 25771.62062736228 expected: 35273
predicted: 3856.859757555183 expected: 5958 predicted: 13263.831573555246 expected: 5958
predicted: 8213.829416374676 expected: 3377 predicted: 20226.77287368849 expected: 3377
predicted: 18014.126706920564 expected: 33670 predicted: 30131.27457916923 expected: 33670
predicted: -1679.3184360372834 expected: 1347 predicted: 4894.762521095574 expected: 1347
predicted: 2688.4037999098655 expected: 13606 predicted: 11178.90618119482 expected: 13606
predicted: -1208.652569674654 expected: 2924 predicted: 5399.686421932653 expected: 2924
predicted: 8930.75700458046 expected: 20573 predicted: 21257.196304887533 expected: 20573
predicted: 774109.0904205441 expected: 956937 predicted: 884489.8421589732 expected: 956937
predicted: -2260.430658391677 expected: 278 predicted: 4274.071789847221 expected: 278
predicted: 12233.802514908835 expected: 15480 predicted: 25010.9025176391 expected: 15480
predicted: 4165.6596283381805 expected: 15051 predicted: 13780.30603973195 expected: 15051
predicted: 642307.3564224839 expected: 440650 predicted: 735601.4016001225 expected: 440650
predicted: -1624.4738699120935 expected: 307 predicted: 4954.001828953624 expected: 307
predicted: 22807.80471709743 expected: 34007 predicted: 34296.74555332959 expected: 34007
predicted: 8605.740932597779 expected: 29399 predicted: 20792.016814859584 expected: 29399
predicted: 59306.719020243734 expected: 195382 predicted: 71374.97038403153 expected: 195382
predicted: 207.13008160784375 expected: 10926 predicted: 7113.3394443280995 expected: 10926
predicted: 16845.367622775957 expected: 25277 predicted: 29099.45377983898 expected: 25277
predicted: -2208.323710869532 expected: 375 predicted: 4328.74405498337 expected: 375
predicted: 3758.058767997427 expected: 3606 predicted: 13085.865271113813 expected: 3606
predicted: 8080.683175335638 expected: 35880 predicted: 20030.071978975087 expected: 35880
predicted: 233.50913787743775 expected: 14766 predicted: 7152.8411643356085 expected: 14766
predicted: 38519.82336050272 expected: 148529 predicted: 49615.51029701531 expected: 148529
predicted: 9056.624417592771 expected: 36237 predicted: 21435.45269867778 expected: 36237
predicted: 70018.4577324614 expected: 66530 predicted: 83020.30648168921 expected: 66530
predicted: 39445.24889160693 expected: 81078 predicted: 50634.06842324138 expected: 81078
predicted: 20190.70674534142 expected: 32974 predicted: 32043.84684188664 expected: 32974
predicted: -2704.255016896175 expected: 21 predicted: 3756.3132428471 expected: 21
predicted: 18002.560973405838 expected: 11645 predicted: 30121.06260528229 expected: 11645
predicted: 3527.5660231912043 expected: 14992 predicted: 12670.696202405728 expected: 14992
predicted: 272502.39363723993 expected: 208846 predicted: 315607.31364005804 expected: 208846
predicted: -2128.0582312855404 expected: 268 predicted: 4413.123665060848 expected: 268
predicted: 41195.785227783024 expected: 37009 predicted: 52510.333762831986 expected: 37009
predicted: 79370.9042250216 expected: 155328 predicted: 93541.2712636143 expected: 155328
predicted: 9089.458776632324 expected: 19965 predicted: 21479.768418258056 expected: 19965
predicted: 16044.696539836004 expected: 9130 predicted: 28392.313456617296 expected: 9130
predicted: 124388.97856927663 expected: 127028 predicted: 145326.61934521794 expected: 127028
predicted: 6393.5479150610045 expected: 10023 predicted: 17415.615165708587 expected: 10023
predicted: 2001.1330750626512 expected: 1215 predicted: 9963.64716025535 expected: 1215
predicted: -1297.6295588242356 expected: 328 predicted: 5304.8113826960325 expected: 328
predicted: -500.2302394034923 expected: 4275 predicted: 6214.879136510193 expected: 4275
predicted: -1178.8622737757396 expected: 5684 predicted: 5432.1951392129995 expected: 5684
predicted: -2678.802108068019 expected: 121 predicted: 3787.8692091288976 expected: 121
predicted: 2478.8654150005896 expected: 17784 predicted: 10808.044299968518 expected: 17784
predicted: 25806.854402100667 expected: 34531 predicted: 36878.11868067831 expected: 34531
predicted: 20466.968510504812 expected: 22875 predicted: 32283.701194763184 expected: 22875
predicted: -2487.1977201886475 expected: 1367 predicted: 4024.089836057741 expected: 1367
predicted: -1695.4026267130394 expected: 5983 predicted: 4877.408232757822 expected: 5983
predicted: -2130.2538246314507 expected: 415 predicted: 4410.7507936684415 expected: 415
predicted: 29327.53762883693 expected: 15910 predicted: 39977.56462065503 expected: 15910
predicted: 4560.074841463938 expected: 1829 predicted: 14423.191129191779 expected: 1829
predicted: 1648.6661611876916 expected: 0 predicted: 9363.42445928976 expected: 0
predicted: 6262.493934175 expected: 21578 predicted: 17195.593201776966 expected: 21578
predicted: 78624.31147836149 expected: 243307 predicted: 92690.27596773207 expected: 243307
predicted: -2559.456773346523 expected: 1178 predicted: 3937.1162310352083 expected: 1178
predicted: -656.6795374528156 expected: 3563 predicted: 6036.246382375248 expected: 3563
predicted: -1528.2043065770995 expected: 13220 predicted: 5060.522234624252 expected: 13220
predicted: 257.37756491434993 expected: 12070 predicted: 7188.585916972719 expected: 12070
predicted: 622.9935090815998 expected: 459 predicted: 7714.855232221074 expected: 459
predicted: 876.7020938912756 expected: 14853 predicted: 8078.633575675078 expected: 14853
predicted: -2110.5460991256405 expected: 762 predicted: 4432.046911510639 expected: 762
predicted: -1643.5265198557172 expected: 2382 predicted: 4933.382116919849 expected: 2382
predicted: -2489.7684888655785 expected: 611 predicted: 4021.0528829991817 expected: 611
predicted: 1141.3632268870715 expected: 11096 predicted: 8516.198454920202 expected: 11096
predicted: 7765.291310454719 expected: 16006 predicted: 19559.27647211589 expected: 16006
predicted: 2514.908080076799 expected: 1357 predicted: 10871.93265349511 expected: 1357
predicted: -1846.3629413975868 expected: 3546 predicted: 4715.527780011296 expected: 3546
predicted: 4132.094826866407 expected: 1800 predicted: 13725.582107999362 expected: 1800
predicted: -919.7356286700233 expected: 5575 predicted: 5729.482365094125 expected: 5575
predicted: -1837.9870277061127 expected: 133 predicted: 4724.463731167838 expected: 133
predicted: 2250.0160471654963 expected: 3921 predicted: 10406.792979926802 expected: 3921
predicted: 14516.883998781443 expected: 18441 predicted: 27043.20287449658 expected: 18441
predicted: 1441.3541799800005 expected: 12945 predicted: 9018.853765568696 expected: 12945
predicted: 4568.685624866746 expected: 31003 predicted: 14437.068113387562 expected: 31003
predicted: -61.62088910100283 expected: 4947 predicted: 6728.951342955232 expected: 4947
predicted: 6282.023907628842 expected: 34034 predicted: 17228.468325287104 expected: 34034
predicted: -2399.820025501307 expected: 1013 predicted: 4127.3343899119645 expected: 1013
predicted: -174.514535344264 expected: 503 predicted: 6593.506175377406 expected: 503
predicted: 5133.450346505735 expected: 50581 predicted: 15337.324901944026 expected: 50581
predicted: 66885.68351974338 expected: 118784 predicted: 79553.90825761855 expected: 118784
predicted: -2067.387900907779 expected: 234 predicted: 4478.6852579033 expected: 234
predicted: -936.2311375940335 expected: 5182 predicted: 5710.287039503455 expected: 5182
predicted: 5230.92056570109 expected: 9710 predicted: 15492.373987829313 expected: 9710
predicted: 30594.857618767768 expected: 44765 predicted: 41090.39674717933 expected: 44765
predicted: 21410.303864359856 expected: 28951 predicted: 33100.708402287215 expected: 28951
predicted: -2445.952371052699 expected: 138 predicted: 4072.827552685514 expected: 138
predicted: -2353.197321289219 expected: 1220 predicted: 4176.634751034901 expected: 1220
predicted: 20228.913482399657 expected: 82357 predicted: 32077.015848789364 expected: 82357
predicted: -1597.0085708529223 expected: 187 predicted: 4984.427766190376 expected: 187
predicted: -2391.6533852256835 expected: 1075 predicted: 4136.191656160168 expected: 1075
predicted: 1206.9020674668718 expected: 12520 predicted: 8626.801943725906 expected: 12520
predicted: 290.18229861190775 expected: 2613 predicted: 7237.709000049159 expected: 2613
predicted: -1455.7866985888686 expected: 179 predicted: 5140.522034141235 expected: 179
predicted: 21594.69578497857 expected: 15235 predicted: 33258.52188808471 expected: 15235
predicted: -1462.5737459384836 expected: 1162 predicted: 5133.025163597427 expected: 1162
predicted: -825.5952979148715 expected: 2456 predicted: 5840.793070063926 expected: 2456
predicted: -425.3712662321632 expected: 7081 predicted: 6300.1669410718605 expected: 7081
predicted: 15193.276535050943 expected: 7330 predicted: 27639.205978751183 expected: 7330
predicted: 33259.46231494099 expected: 55982 predicted: 43772.63065486401 expected: 55982
predicted: 105.01697881508153 expected: 8592 predicted: 6960.4300191430375 expected: 8592
predicted: 7643.734503204003 expected: 9499 predicted: 19377.502957724035 expected: 9499
predicted: -150.80750717053888 expected: 1179 predicted: 6621.5454950630665 expected: 1179
predicted: 18530.652365688235 expected: 12610 predicted: 30587.19958636351 expected: 12610
predicted: 5132.86494974792 expected: 21612 predicted: 15336.393007186241 expected: 21612
predicted: 5241.983853415586 expected: 34059 predicted: 15509.97475901246 expected: 34059
predicted: 57.35051455383655 expected: 13280 predicted: 6889.519748555496 expected: 13280
predicted: 31985.574505191296 expected: 14149 predicted: 42423.034691140056 expected: 14149
predicted: -2531.4847624378745 expected: 433 predicted: 3971.2806494289543 expected: 433
predicted: 44073.19942062721 expected: 172597 predicted: 55552.739780340344 expected: 172597
predicted: -2295.2665055363905 expected: 2925 predicted: 4237.521701913327 expected: 2925
predicted: 100683.9421665445 expected: 270831 predicted: 118020.94636876881 expected: 270831
predicted: 10037.092412106693 expected: 12207 predicted: 22702.780272696167 expected: 12207
predicted: -1606.9555756810587 expected: 4080 predicted: 4973.407612973824 expected: 4080
predicted: -1652.0507972599007 expected: 4721 predicted: 4924.184040737338 expected: 4721
predicted: -791.7052101879963 expected: 4546 predicted: 5880.1374202547595 expected: 4546
predicted: -1660.0062680977862 expected: 3154 predicted: 4915.6002756464295 expected: 3154
predicted: 485.9566311290837 expected: 7944 predicted: 7524.570475575514 expected: 7944
predicted: 7162.900034455117 expected: 20721 predicted: 18634.061399441212 expected: 20721
predicted: 38553.542213752866 expected: 29446 predicted: 49653.05911447853 expected: 29446
predicted: 3131.7015383350663 expected: 2948 predicted: 11963.714197011665 expected: 2948
predicted: 897.9908646486583 expected: 5293 predicted: 8111.543775590137 expected: 5293
predicted: -943.5322438779403 expected: 725 predicted: 5701.790965424851 expected: 725
predicted: 4357.0222734268755 expected: 4389 predicted: 14092.251884832047 expected: 4389
predicted: -1017.9620643451344 expected: 682 predicted: 5615.392092037015 expected: 682
predicted: -832.8972337083542 expected: 7407 predicted: 5832.16048240941 expected: 7407
predicted: 2538.480846200604 expected: 5168 predicted: 10913.639446957968 expected: 5168
predicted: 1564.6040162750287 expected: 5346 predicted: 9223.622233414091 expected: 5346
predicted: 59156.372068639845 expected: 105649 predicted: 71216.86491086334 expected: 105649
predicted: 18236.131909746677 expected: 25825 predicted: 30327.234129324555 expected: 25825
predicted: 8926.071934496053 expected: 61211 predicted: 21250.52230784297 expected: 61211
predicted: 3190.1411989619955 expected: 8528 predicted: 12067.267328428105 expected: 8528
predicted: 5680.328945667483 expected: 14416 predicted: 16217.261075919494 expected: 14416
predicted: 6010.031035745516 expected: 5882 predicted: 16771.034084670246 expected: 5882
predicted: -1395.5050526980776 expected: 809 predicted: 5206.213504482992 expected: 809
predicted: 404.7491841710289 expected: 1103 predicted: 7406.233113490045 expected: 1103
predicted: 27190.32279684767 expected: 64074 predicted: 38085.68364479765 expected: 64074
predicted: 38216.52811526507 expected: 62168 predicted: 49277.47993079573 expected: 62168
predicted: 1233.285686039133 expected: 10005 predicted: 8671.32717372477 expected: 10005
predicted: -1353.955155046424 expected: 1262 predicted: 5248.139288473874 expected: 1262
predicted: 55958.427791599184 expected: 99320 predicted: 67851.63083063066 expected: 99320
predicted: 33115.79315242544 expected: 89200 predicted: 43617.45643153414 expected: 89200
predicted: 1884.3447628594004 expected: 5296 predicted: 9755.919950254261 expected: 5296
predicted: 21406.303258176893 expected: 10836 predicted: 33097.2841867581 expected: 10836
predicted: -2065.88814759464 expected: 267 predicted: 4480.30635661725 expected: 267
predicted: -1148.1855876443442 expected: 7281 predicted: 5465.664191579446 expected: 7281
predicted: -1917.9835091847926 expected: 804 predicted: 4639.11146186199 expected: 804
predicted: 48712.42369579151 expected: 4639 predicted: 60352.40921968222 expected: 4639
predicted: 5088.1515395767055 expected: 24412 predicted: 15265.263746070676 expected: 24412
predicted: -2157.33873429941 expected: 234 predicted: 4382.1019029458985 expected: 234
predicted: -2058.425168442074 expected: 160 predicted: 4488.3710857164115 expected: 160
predicted: -523.1634536443162 expected: 7481 predicted: 6188.751954898238 expected: 7481
predicted: 396.801415922062 expected: 1665 predicted: 7394.679704117589 expected: 1665
predicted: -2702.9275645720772 expected: 2 predicted: 3757.9549607990775 expected: 2
predicted: 30667.243942394853 expected: 40981 predicted: 41154.12583486736 expected: 40981
predicted: 23030.757930867374 expected: 147250 predicted: 34487.55740405992 expected: 147250
predicted: 32089.86329310015 expected: 48689 predicted: 42529.73901093379 expected: 48689
predicted: 71101.70054140687 expected: 262753 predicted: 84226.52527026832 expected: 262753
predicted: -1586.7899608893786 expected: 3378 predicted: 4995.748438876122 expected: 3378
predicted: -1706.9202486723661 expected: 4742 predicted: 4864.980283289682 expected: 4742
predicted: 58195.070011377335 expected: 95363 predicted: 70204.85185219347 expected: 95363
predicted: 3757.0846867526416 expected: 14193 predicted: 13084.112398878671 expected: 14193
predicted: -2536.311560158385 expected: 550 predicted: 3965.3847323665395 expected: 550
predicted: 51764.09746828675 expected: 84096 predicted: 63502.41447931528 expected: 84096
predicted: -2631.688097184291 expected: 86 predicted: 3846.4046188611537 expected: 86
predicted: 29847.24102028832 expected: 43308 predicted: 40431.70736727491 expected: 43308
predicted: 18976.55120914057 expected: 34441 predicted: 30980.785289913416 expected: 34441
predicted: 2128.6599812321365 expected: 8909 predicted: 10190.710001466796 expected: 8909
predicted: -982.2318281256012 expected: 4314 predicted: 5656.759497581981 expected: 4314
predicted: 1389.7316660501529 expected: 6688 predicted: 8933.08626746945 expected: 6688
predicted: -470.1970157002215 expected: 6315 predicted: 6249.097591527738 expected: 6315
predicted: -2151.8871973669156 expected: 678 predicted: 4387.8070328058675 expected: 678
predicted: -2710.401445850497 expected: 15 predicted: 3748.704981017392 expected: 15
predicted: -2483.234086432494 expected: 474 predicted: 4028.7730101202615 expected: 474
predicted: 1740.4362275805324 expected: 12500 predicted: 9515.849450882524 expected: 12500
predicted: 9339.347825349309 expected: 5966 predicted: 21817.04227174446 expected: 5966
predicted: -1397.7935511164833 expected: 731 predicted: 5203.897513747215 expected: 731
predicted: -1248.2505127929617 expected: 3948 predicted: 5356.470395047218 expected: 3948
predicted: 9877.606635004282 expected: 23638 predicted: 22509.655275262892 expected: 23638
predicted: -2084.5345748488326 expected: 2412 predicted: 4460.155910000671 expected: 2412
predicted: 101409.48907025158 expected: 56291 predicted: 118858.5633342117 expected: 56291
predicted: 47408.60149247944 expected: 16034 predicted: 59003.50340792537 expected: 16034
predicted: -772.2667197902338 expected: 1646 predicted: 5902.612863711081 expected: 1646
predicted: 3107.041403658688 expected: 1655 predicted: 11920.019424599595 expected: 1655
predicted: 304.8172768079676 expected: 2323 predicted: 7259.627013070509 expected: 2323
predicted: 166832.55855359137 expected: 161462 predicted: 193981.13474051654 expected: 161462
predicted: -231.08057084208122 expected: 9193 predicted: 6526.826877632178 expected: 9193
predicted: 2697.0925572128035 expected: 10504 predicted: 11194.279126659967 expected: 10504
predicted: 4785.86450397782 expected: 26719 predicted: 14784.467671765015 expected: 26719
predicted: -2028.2907445705496 expected: 831 predicted: 4520.935261636972 expected: 831
predicted: 18070.71158413589 expected: 65162 predicted: 30181.225275799632 expected: 65162
predicted: 139.62216304702451 expected: 946 predicted: 7012.246401310898 expected: 946
predicted: 2677.9145328218583 expected: 2931 predicted: 11160.346022936516 expected: 2931
predicted: 6271.664992045611 expected: 11839 predicted: 17211.030611986294 expected: 11839
predicted: -2726.007602007827 expected: 17 predicted: 3729.388073023176 expected: 17
predicted: 3534.6592780756764 expected: 17508 predicted: 12683.47349390667 expected: 17508
predicted: -991.657900940103 expected: 3498 predicted: 5645.824191344902 expected: 3498
predicted: 4338.408078544773 expected: 7792 predicted: 14061.912690596655 expected: 7792
predicted: 72649.74932406843 expected: 177700 predicted: 85950.35045009106 expected: 177700
predicted: -2678.83197041275 expected: 30 predicted: 3787.8319996993523 expected: 30
predicted: -2042.1447395009454 expected: 198 predicted: 4505.964272812009 expected: 198
predicted: 1079.7546026776545 expected: 14261 predicted: 8412.230094710365 expected: 14261
predicted: 51815.76406472549 expected: 231117 predicted: 63555.669942095876 expected: 231117
predicted: 40949.3365107812 expected: 38633 predicted: 52247.067331686616 expected: 38633
predicted: -270.0570927867084 expected: 6305 predicted: 6480.882475250401 expected: 6305
predicted: 2688.4037999098655 expected: 3354 predicted: 11178.90618119482 expected: 3354
predicted: -1613.2901848077308 expected: 2461 predicted: 4966.391383978538 expected: 2461
predicted: -2302.6126423401292 expected: 881 predicted: 4229.812476918101 expected: 881
predicted: 77404.47166854143 expected: 111118 predicted: 91300.65118991584 expected: 111118
predicted: 21333.037180393934 expected: 9536 predicted: 33034.582742933184 expected: 9536
predicted: 155866.93871857226 expected: 102160 predicted: 181423.02336978912 expected: 102160
predicted: 49932.47965210676 expected: 46902 predicted: 61614.647870954126 expected: 46902
predicted: 15159.752972055227 expected: 25114 predicted: 27609.55219642818 expected: 25114
predicted: 1013.1784011225682 expected: 14397 predicted: 8299.313459201716 expected: 14397
predicted: 40903.1494175978 expected: 1218 predicted: 52197.67596151307 expected: 1218
predicted: 2749.2251010304317 expected: 9839 predicted: 11286.520591494627 expected: 9839
predicted: -418.5939359947224 expected: 2843 predicted: 6307.888490209356 expected: 2843
predicted: 15.952772658667527 expected: 3143 predicted: 6828.961757474579 expected: 3143
predicted: 3873.0408823499456 expected: 13227 predicted: 13292.974377979524 expected: 13227
predicted: 2168.561050849734 expected: 29282 predicted: 10261.782381925732 expected: 29282
predicted: -1625.2661700583994 expected: 1363 predicted: 4953.123970819637 expected: 1363
predicted: 898.6938147635083 expected: 9504 predicted: 8112.63114414271 expected: 9504
predicted: -800.3926639758865 expected: 1890 predicted: 5870.0932443048805 expected: 1890
predicted: -2414.5459534972906 expected: 497 predicted: 4109.940285114571 expected: 497
predicted: 929.3161087670014 expected: 7756 predicted: 8159.970070622861 expected: 7756
predicted: 104699.12496577948 expected: 62112 predicted: 122653.5193991512 expected: 62112
predicted: -708.4786184209515 expected: 546 predicted: 5976.366219119169 expected: 546
predicted: -2674.4666170191485 expected: 436 predicted: 3793.25462229806 expected: 436
predicted: 9973.012560369447 expected: 18807 predicted: 22626.17530036904 expected: 18807
predicted: 1030.2371470485814 expected: 12749 predicted: 8328.62595758494 expected: 12749
predicted: 1188.347004767391 expected: 7310 predicted: 8595.488194240257 expected: 7310
predicted: 2061.617595295422 expected: 2407 predicted: 10071.290958894417 expected: 2407
predicted: -1096.3274929949548 expected: 2504 predicted: 5524.727169401944 expected: 2504
predicted: 1149.625853270758 expected: 5190 predicted: 8530.143695903942 expected: 5190
predicted: 23973.277995310724 expected: 36803 predicted: 35294.204747989774 expected: 36803
predicted: 9089.223669918254 expected: 46803 predicted: 21479.453678624704 expected: 46803
predicted: 76040.3370089829 expected: 121553 predicted: 89746.51238495111 expected: 121553
predicted: 33968.06257501617 expected: 30209 predicted: 44557.49270730466 expected: 30209
predicted: -2338.5268519334495 expected: 768 predicted: 4192.063629145734 expected: 768
predicted: 1819.1303790251259 expected: 4948 predicted: 9646.22560394369 expected: 4948
predicted: -1545.958418530412 expected: 4635 predicted: 5040.9093102128245 expected: 4635
predicted: 20636.749686457217 expected: 27221 predicted: 32431.105520397425 expected: 27221
predicted: -935.291421745962 expected: 2325 predicted: 5711.381044132635 expected: 2325
predicted: 49719.57914638519 expected: 139957 predicted: 61394.38700826466 expected: 139957
predicted: -1790.5663352820557 expected: 4116 predicted: 4775.060971261933 expected: 4116
predicted: -1661.7382840921637 expected: 3484 predicted: 4913.731272070669 expected: 3484
predicted: -2156.9844152091537 expected: 2157 predicted: 4382.472575224936 expected: 2157
predicted: 7330.563827964477 expected: 29669 predicted: 18897.214069273323 expected: 29669
predicted: -2475.533630538499 expected: 728 predicted: 4037.872493164614 expected: 728
predicted: 101016.3906443268 expected: 32001 predicted: 118404.7163670063 expected: 32001
predicted: 542309.0385227799 expected: 1017919 predicted: 622624.2223205566 expected: 1017919
predicted: -2667.5290729322005 expected: 51 predicted: 3801.8748858103063 expected: 51
predicted: -2517.0275955444667 expected: 921 predicted: 3988.8413671497256 expected: 921
predicted: -2435.1090218771715 expected: 93 predicted: 4085.6418166132644 expected: 93
predicted: 164.62518143164925 expected: 3053 predicted: 7049.689041548409 expected: 3053
predicted: 7518.497043463867 expected: 19555 predicted: 19185.4321484603 expected: 19555
predicted: -831.9981638294994 expected: 8713 predicted: 5833.226046710275 expected: 8713
predicted: -2484.595193145098 expected: 78 predicted: 4027.1651835595258 expected: 78
predicted: -2634.3408688078634 expected: 771 predicted: 3843.1086218121927 expected: 771
predicted: -1212.7932444745675 expected: 5310 predicted: 5395.167727768887 expected: 5310
predicted: -1452.4859614851885 expected: 4173 predicted: 5144.168084231205 expected: 4173
predicted: -1881.536280438304 expected: 1281 predicted: 4677.999818788841 expected: 1281
predicted: -1719.1801632007118 expected: 637 predicted: 4851.751264574006 expected: 637
predicted: 75101.28287255019 expected: 110060 predicted: 88687.35663806647 expected: 110060
predicted: -2390.4036697989795 expected: 1930 predicted: 4137.505125322845 expected: 1930