[#350] Improved regression prediction for Additional Indemnity Money

[arekmano]

Old

INFO: R2: 0.78 INFO: Explained Variance: 0.78 INFO: Mean Absolute Error: 471.99 INFO: Mean Squared Error: 831383.89

New

INFO: R2: 0.89 INFO: Explained Variance: 0.89 INFO: Mean Absolute Error: 333.64 INFO: Mean Squared Error: 411296.65

[codecov[bot]]

Codecov Report

Merging #364 into master will not change coverage. The diff coverage is 0%.

@@          Coverage Diff           @@
##           master    #364   +/-   ##
======================================
  Coverage    67.1%   67.1%           
======================================
  Files          53      53           
  Lines        2128    2128           
  Branches       16      16           
======================================
  Hits         1428    1428           
  Misses        698     698           
  Partials        2       2

Impacted Files	Coverage Δ
src/ml_service/init.py	51.16% <ø> (ø)	:arrow_up:
...le_output_regression/additional_indemnity_money.py	37.5% <0%> (ø)	:arrow_up:

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[Samuel-Campbell]

0.89 is really good R2. We are missing some facts thus the not so good error

[arekmano]

updated models + filesize