log~

Day: 252
Estimator weights: [ 1.00393629  1.76125495  1.53475873  1.27978378]
Estimator errors: [ 0.2681682   0.14663324  0.17729849  0.21758703]
Day: 315
Estimator weights: [ 1.00284231  1.78106989  1.57285603  1.15100164]
Estimator errors: [ 0.26838296  0.14417107  0.17180962  0.24030618]
Day: 378
Estimator weights: [ 0.99342586  1.78983436  1.62312267  1.14449698]
Estimator errors: [ 0.27023594  0.14309303  0.16477467  0.24149567]
Day: 441
Estimator weights: [ 0.98498824  1.81305942  1.61462601  1.22468716]
Estimator errors: [ 0.27190313  0.14026877  0.16594734  0.22711265]
Day: 504
Estimator weights: [ 0.97391101  1.87359632  1.64182813  1.21299958]
Estimator errors: [ 0.27410164  0.13312615  0.16221646  0.22917074]
Day: 567
Estimator weights: [ 0.97018415  1.92543431  1.6559714   1.30273962]
Estimator errors: [ 0.2748438   0.12725679  0.16030353  0.2137043 ]
Day: 630
Estimator weights: [ 0.9605589   1.95151141  1.69461643  1.174818  ]
Estimator errors: [ 0.27676631  0.12438865  0.1551697   0.23598521]
Day: 693
Estimator weights: [ 0.95718893  1.98736613  1.73244062  1.17592989]
Estimator errors: [ 0.27744137  0.12053579  0.15027566  0.2357848 ]
Day: 756
Estimator weights: [ 0.95620949  1.99004739  1.82987629  1.15334216]
Estimator errors: [ 0.27763776  0.12025185  0.13825301  0.23987915]
Day: 819
Estimator weights: [ 0.94310568  2.05879106  1.75306952  1.17923322]
Estimator errors: [ 0.28027344  0.1131671   0.14766046  0.23519009]
prediction for day:0 predicted:-4.14312621734 actual:-2.8921510454 error:-12.5076638868
prediction for day:63 predicted:-3.5596357927 actual:-2.8887822778 error:-11.9046988412
prediction for day:126 predicted:-3.31453379976 actual:-2.8913515715 error:-11.6744477098
prediction for day:189 predicted:-4.29887670916 actual:-2.88653236 error:-12.6309457745
prediction for day:252 predicted:-3.4815209294 actual:-4.15885054 error:-20.7775587435
prediction for day:315 predicted:-4.06132614376 actual:-4.1595599527 error:-21.3632651439
prediction for day:378 predicted:-3.59115573512 actual:-3.9212897735 error:-18.9676692229
prediction for day:441 predicted:-4.06634333737 actual:-3.9332025059 error:-19.5364252898
prediction for day:504 predicted:-3.82412273839 actual:-3.8981452572 error:-19.0196591846
prediction for day:567 predicted:-3.74715980123 actual:-3.8793034887 error:-18.7961553587
Day: 252
Estimator weights: [ 1.00393629  1.76125495  1.53475873  1.27978378]
Estimator errors: [ 0.2681682   0.14663324  0.17729849  0.21758703]
Day: 315
Estimator weights: [ 1.00284231  1.78106989  1.57285603  1.15100164]
Estimator errors: [ 0.26838296  0.14417107  0.17180962  0.24030618]
Day: 378
Estimator weights: [ 0.99342586  1.78983436  1.62312267  1.14449698]
Estimator errors: [ 0.27023594  0.14309303  0.16477467  0.24149567]
Day: 441
Estimator weights: [ 0.98498824  1.81305942  1.61462601  1.22468716]
Estimator errors: [ 0.27190313  0.14026877  0.16594734  0.22711265]
Day: 504
Estimator weights: [ 0.97391101  1.87359632  1.64182813  1.21299958]
Estimator errors: [ 0.27410164  0.13312615  0.16221646  0.22917074]
Day: 567
Estimator weights: [ 0.97018415  1.92543431  1.6559714   1.30273962]
Estimator errors: [ 0.2748438   0.12725679  0.16030353  0.2137043 ]
Day: 630
Estimator weights: [ 0.9605589   1.95151141  1.69461643  1.174818  ]
Estimator errors: [ 0.27676631  0.12438865  0.1551697   0.23598521]
Day: 693
Estimator weights: [ 0.95718893  1.98736613  1.73244062  1.17592989]
Estimator errors: [ 0.27744137  0.12053579  0.15027566  0.2357848 ]
Day: 756
Estimator weights: [ 0.95620949  1.99004739  1.82987629  1.15334216]
Estimator errors: [ 0.27763776  0.12025185  0.13825301  0.23987915]
Day: 819
Estimator weights: [ 0.94310568  2.05879106  1.75306952  1.17923322]
Estimator errors: [ 0.28027344  0.1131671   0.14766046  0.23519009]
Day: 882
Estimator weights: [ 0.93191466  2.06540424  1.75849333  1.23559278]
Estimator errors: [ 0.28253643  0.1125051   0.14697914  0.22520406]
Day: 945
Estimator weights: [ 0.92841267  2.04881966  1.80308528  1.22501928]
Estimator errors: [ 0.28324686  0.1141717   0.14147591  0.22705436]
Day: 1008
Estimator weights: [ 0.92431184  2.11678982  1.78977225  1.25936585]
Estimator errors: [ 0.28408014  0.10747562  0.14310065  0.22108308]
Day: 1071
Estimator weights: [ 0.91785418  2.17504747  1.82423251  1.25650951]
Estimator errors: [ 0.28539532  0.10201372  0.13892678  0.22157535]
Day: 1134
Estimator weights: [ 0.92110365  2.18675788  1.83886321  1.35402975]
Estimator errors: [ 0.28473307  0.10094595  0.13718579  0.20521234]
Day: 1197
Estimator weights: [ 0.94448365  2.1724134   1.9187412   1.39945501]
Estimator errors: [ 0.27999556  0.10225527  0.128002    0.19790261]
Day: 1260
Estimator weights: [ 0.97222974  2.19377409  1.92181539  1.42414838]
Estimator errors: [ 0.27443629  0.10031097  0.12765926  0.19401207]
Day: 1323
Estimator weights: [ 0.99634842  2.2460942   1.98169507  1.45964483]
Estimator errors: [ 0.26965997  0.0956869   0.12113826  0.18852165]
Day: 1386
Estimator weights: [ 1.00407625  2.29431883  2.01334399  1.44177997]
Estimator errors: [ 0.26814074  0.09159457  0.11780899  0.19126986]
Day: 1449
Estimator weights: [ 1.00115507  2.29997028  1.99801284  1.42332089]
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Day: 1512
Estimator weights: [ 1.0012958   2.33908762  2.03275122  1.40971684]
Estimator errors: [ 0.26868673  0.08793706  0.11580691  0.19627872]
Day: 1575
Estimator weights: [ 1.00666561  2.3629654   2.08088433  1.4722863 ]
Estimator errors: [ 0.2676329   0.08604072  0.11096869  0.18659536]
Day: 1638
Estimator weights: [ 1.01822726  2.41595412  2.10385525  1.4887757 ]
Estimator errors: [ 0.26537285  0.08196418  0.10872268  0.18410556]
Day: 1701
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Estimator errors: [ 0.26468956  0.07817339  0.10243682  0.16549138]
Day: 1764
Estimator weights: [ 1.02368823  2.49748485  2.15975389  1.63636704]
Estimator errors: [ 0.2643096   0.07603469  0.10342327  0.16296001]
Day: 1827
Estimator weights: [ 1.01279421  2.496612    2.13306915  1.49172242]
Estimator errors: [ 0.26643338  0.07609603  0.10592398  0.18366334]
Day: 1890
Estimator weights: [ 0.99837897  2.49598793  2.19806402  1.71603789]
Estimator errors: [ 0.26926025  0.07613992  0.09992448  0.15238221]
Day: 1953
Estimator weights: [ 0.9953106   2.49730198  2.11380704  1.37033369]
Estimator errors: [ 0.26986441  0.07604754  0.10776207  0.20256594]
Day: 2016
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Estimator errors: [ 0.27131997  0.0731095   0.10608313  0.20316962]
Day: 2079
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Day: 2142
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Day: 2205
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Day: 2268
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Day: 2331
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Day: 2394
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Day: 2457
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Day: 2520
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Day: 2583
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Day: 2646
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Day: 2709
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Day: 2772
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Day: 2835
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Day: 2898
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Day: 2961
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Day: 3024
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Day: 3087
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Day: 3150
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Day: 3213
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Day: 3276
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Day: 3339
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Day: 3402
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Day: 3465
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Day: 3528
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Day: 3591
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Day: 3654
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Day: 3717
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Day: 4032
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Day: 4158
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Day: 6048
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Day: 6111
Estimator weights: [ 0.72735322  1.0071232   0.73134776  0.55705375]
Estimator errors: [ 0.32577581  0.26754322  0.32489904  0.36422944]
Day: 6174
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Estimator errors: [ 0.32711034  0.21332835  0.2752379   0.25904132]
Day: 6237
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Estimator errors: [ 0.35206788  0.15266435  0.2719648   0.18080859]
Day: 6300
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Estimator errors: [ 0.40204578  0.26577722  0.33284594  0.35337083]
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Estimator weights: [ 0.  0.  0.  0.]
Estimator errors: [ 1.  1.  1.  1.]
Day: 6426
Estimator weights: [ 0.  0.  0.  0.]
Estimator errors: [ 1.  1.  1.  1.]
Day: 6489
Estimator weights: [ 0.  0.  0.  0.]
Estimator errors: [ 1.  1.  1.  1.]
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