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Published 20 hours ago • verified publisher icon david-thrower

add-xgb-comparrison

Open david-thrower opened this issue 2 years ago • 1 comments

david-thrower avatar Oct 04 '23 18:10 david-thrower

Worst case scenario test for Ames housing:

  • Hash based train test split
  • Shuffled / times series order disrubted
  • Columns that may clue in to time series order removed
  • Only numerical features included (text columns dropped)

Commit # 98c61dc

https://github.com/david-thrower/cerebros-core-algorithm-alpha/actions/runs/6413829485/job/17413299568

Test: "Test distributed random search Ames by running - Val set"

Line 16,448: Cerebros val set RMSE: 24021.3 Line 15,411 XGBoost val set RMSE: 28270.339356

david-thrower avatar Oct 05 '23 02:10 david-thrower