[GitHub] [incubator-bluemarlin] radibnia77 commented on issue #22: remove 0 imp uckeys before p_n

[GitBox <gi...@apache.org>]

radibnia77 commented on issue #22:
URL: https://github.com/apache/incubator-bluemarlin/issues/22#issuecomment-1006051024


   I looked into your tfrecords. You have more dense-uckeys because your config file is different. The common uckeys have identical time series.
   
   I trained a new model based on your tfrecords and compared the prediction results at si level with the model that I trained before based on my tfrecords. The result shows that the two prediction systems are equivalent. 
   
   Your tfrecords and pipeline are running as expected.
   
   ```
   +--------------------------------+---------------+-------------+---------+-----------+-----------+
   |si                              |your_prediction|my_prediction|actual   |my_error   |your_error|
   +--------------------------------+---------------+-------------+---------+-----------+-----------+
   |17dd6d8098bf11e5bdec00163e291137|59263          |55273        |168582   |0.67212987 |0.6484619  |
   |d4d7362e879511e5bdec00163e291137|48503          |33094        |188922   |0.8248272  |0.74326444 |
   |s4z85pd1h8                      |578944         |523670       |637263   |0.17825137 |0.0915148  |
   |j1430itab9wj3b                  |730882         |736467       |864567   |0.14816666 |0.15462653 |
   |a8syykhszz                      |809193         |817445       |886345   |0.07773497 |0.08704511 |
   |k4werqx13k                      |3545341        |3552900      |4464357  |0.2041631  |0.2058563  |
   |d9jucwkpr3                      |4802559        |4408436      |4475456  |0.01497501 |0.07308819 |
   |x2fpfbm8rt                      |4319816        |4250002      |6390364  |0.33493584 |0.32401097 |
   |5cd1c663263511e6af7500163e291137|5424461        |5406552      |7096585  |0.23814736 |0.23562375 |
   |71bcd2720e5011e79bc8fa163e05184e|9715060        |9462250      |12459624 |0.24056697 |0.22027662 |
   |z041bf6g4s                      |5527502        |4635519      |17440168 |0.7342045  |0.68305916 |
   |l2d4ec6csv                      |27348364       |26888025     |21556143 |0.2473486  |0.26870397 |
   |d971z9825e                      |21703044       |21266785     |26376462 |0.19372109 |0.17718138 |
   |w9fmyd5r0i                      |31184097       |30157737     |33533582 |0.100670576|0.07006364 |
   |w3wx3nv9ow5i97                  |32785749       |32259923     |35212394 |0.08384749 |0.06891451 |
   |f1iprgyl13                      |37152690       |36988968     |38603295 |0.041818373|0.037577234|
   |68bcd2720e5011e79bc8fa163e05184e|46153116       |45086621     |48699653 |0.074190095|0.05229066 |
   |a290af82884e11e5bdec00163e291137|64464560       |64358298     |72593126 |0.11343812 |0.11197432 |
   |e351de37263311e6af7500163e291137|71463936       |68680191     |77548938 |0.11436323 |0.07846661 |
   |b6le0s4qo8                      |113720412      |114861456    |101684589|0.12958568 |0.11836428 |
   |7b0d7b55ab0c11e68b7900163e3e481d|97228475       |94862385     |105754734|0.10299633 |0.080622956|
   |l03493p0r3                      |97247159       |100510164    |111445915|0.09812608 |0.1274049  |
   |x0ej5xhk60kjwq                  |159138977      |160395561    |140838705|0.13885996 |0.1299378  |
   |66bcd2720e5011e79bc8fa163e05184e|139973352      |140385657    |141771777|0.009777122|0.012685353|
   |a47eavw7ex                      |667011696      |666603307    |618874425|0.07712208 |0.07778197 |
   +--------------------------------+---------------+-------------+---------+-----------+-----------+
   
   ```


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