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Cyberjusticelab / JusticeAI

JusticeAI (ProceZeus) is a web chat bot that aims to facilitate access to judicial proceedings involving Quebec tenant/landlord law
https://cyberjusticelab.github.io/JusticeAI/docs/rendered/
MIT License
21 stars 16 forks source link

[#0] Improved TenantPaysLandlord Regressor #362

Closed arekmano closed 6 years ago

arekmano commented 6 years ago

INFO: R2: 0.81 INFO: Explained Variance: 0.81 INFO: Mean Absolute Error: 364.95 INFO: Mean Squared Error: 858412.26

Note that the above was at epoch 2000.

Epoch 7500, improved to ~750000 MSE. Lost the logs

codecov[bot] commented 6 years ago

Codecov Report

Merging #362 into master will decrease coverage by 0.09%. The diff coverage is 14.28%.

Impacted file tree graph

@@            Coverage Diff            @@
##           master     #362     +/-   ##
=========================================
- Coverage   68.73%   68.63%   -0.1%     
=========================================
  Files          52       52             
  Lines        2060     2063      +3     
  Branches       16       16             
=========================================
  Hits         1416     1416             
- Misses        642      645      +3     
  Partials        2        2
Impacted Files Coverage Δ
...n/single_output_regression/tenant_pays_landlord.py 34.37% <0%> (-3.56%) :arrow_down:
...e_extraction/post_processing/regex/regex_tagger.py 96.09% <100%> (ø) :arrow_up:

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