ktrw1011/Nishika-Fake-News-Detection

Python

0

2 commits

updated Jun 3, 2022

See the code

README

Nishika Fake News detection 2nd Place Solution

Competition Site: https://www.nishika.com/competitions/27/summary

CV

  • StratifiedKFold (n_split=5)
    • src/_make_fold.ipynb

Models

EXPModelCVWeight
005xlm-roberta-large0.9965620.45
009cl-tohoku/bert-large-japanese0.9918010.1
018microsoft/mdeberta-v3-base0.9968260.4725

Ensemble

  • src/sub_emsamble_pp.ipynb
  • Weighted Average(Nelder-Mead)

PostProcess

They are all labeled isFake=1 in the training set

  • 47によると
  • (、以下同
  • ^.?Cによると
  • ^.?C、.+によると

CV/LB:0.99814/0.996296

ktrw1011/Nishika-Fake-News-Detection

Python

0

2 commits

updated Jun 3, 2022

See the code

README

Nishika Fake News detection 2nd Place Solution

Competition Site: https://www.nishika.com/competitions/27/summary

CV

  • StratifiedKFold (n_split=5)
    • src/_make_fold.ipynb

Models

EXPModelCVWeight
005xlm-roberta-large0.9965620.45
009cl-tohoku/bert-large-japanese0.9918010.1
018microsoft/mdeberta-v3-base0.9968260.4725

Ensemble

  • src/sub_emsamble_pp.ipynb
  • Weighted Average(Nelder-Mead)

PostProcess

They are all labeled isFake=1 in the training set

  • 47によると
  • (、以下同
  • ^.?Cによると
  • ^.?C、.+によると

CV/LB:0.99814/0.996296