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0        [10, 5]  339.993069  2.811076  0.956691     99.954011
1       [20, 10]  489.170632  4.084454  0.911137     59.994219
2       [50, 20]  392.821163  3.249151  0.931154     59.491301
3      [100, 50]  358.904371  2.953555  0.936159     59.035710
4     [150, 100]  351.973791  2.891304  0.936000     59.811793
5  [100, 50, 20]  655.818984  5.523043  0.861978    135.341284, 'stds':           layers        rmse      mape         R  elapsed_time
0        [10, 5]   40.546318  0.371446  0.006164     36.617004
1       [20, 10]  102.838137  0.887347  0.028354      1.131913
2       [50, 20]   47.367222  0.405630  0.013726      1.415980
3      [100, 50]   35.003786  0.310201  0.008134      1.111947
4     [150, 100]   27.044317  0.234517  0.007338      1.404311
5  [100, 50, 20]   41.746808  0.367352  0.017528      4.712447, 'minimums':           layers        rmse      mape         R  elapsed_time
0        [10, 5]  266.284181  2.141523  0.942217     49.104672
1       [20, 10]  319.174167  2.646657  0.836938     58.813804
2       [50, 20]  299.510202  2.412818  0.898285     57.969046
3      [100, 50]  290.467444  2.346080  0.919365     57.465359
4     [150, 100]  300.637293  2.440602  0.916341     57.596787
5  [100, 50, 20]  591.150820  4.962170  0.821759    130.561661, 'maximums':           layers        rmse      mape         R  elapsed_time
0        [10, 5]  438.719611  3.674538  0.967180    221.735758
1       [20, 10]  699.071970  5.806898  0.954587     63.256921
2       [50, 20]  494.136932  4.089873  0.952218     64.837087
3      [100, 50]  438.670549  3.651389  0.954161     62.119391
4     [150, 100]  412.234627  3.398857  0.950417     64.047934
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Date                                                                        
2016-01-04    725.751461  -10.682082  55.204477   13.144286  20.70  98.87   
2016-01-05    725.751461  -11.658441  41.781358   12.268571  19.34  99.40   
2016-01-06    725.751461  -11.883697  40.686275   12.313571  20.59  99.18   
2016-01-07    725.751461  -11.687032  36.471306   12.739286  24.99  98.22   
2016-01-08    725.751461  -12.104152  38.192047   12.892857  27.01  98.54   
...                  ...         ...        ...         ...    ...    ...   
2025-12-25  11293.150752  114.014327  68.946125  121.179286  13.47  97.94   
2025-12-26  11293.150752  106.409596  57.208254  112.651429  13.60  98.02   
2025-12-29  11221.144993   87.793929  44.680308  118.197857  14.20  98.04   
2025-12-30  11221.144993   77.734315  51.552260  117.310714  14.33  98.24   
2025-12-31  11237.692002   72.265566  51.641914  117.155000  14.95  98.32   

               EFFR  UNRATE  UMCSENT  
Date                                  
2016-01-04   2.9632    11.5     91.9  
2016-01-05   2.9844    11.5     91.9  
2016-01-06   3.0014    11.5     91.9  
2016-01-07   2.9983    11.5     91.9  
2016-01-08   3.0204    11.5     91.9  
...             ...     ...      ...  
2025-12-25  42.8512     7.8     83.5  
2025-12-26  42.8375     7.8     83.5  
2025-12-29  42.9358     7.8     83.5  
2025-12-30  42.9393     7.8     83.5  
2025-12-31  42.9587     7.8     83.5  

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