"He Said She Said" classification challenge (2nd edition)

Give the probability that a text in Polish was written by a man. [ver. 2.0.0]

Git repo URL: git://gonito.net/petite-difference-challenge2 / Branch: master

(Browse at https://gonito.net/gitlist/petite-difference-challenge2.git/master)

Leaderboard

# submitter when ver. description test-A Accuracy test-A Likelihood ×
1 kubapok 2020-06-19 09:29 2.0.0 pl roberta large active dropout avg 12 runs 0.74406 0.61949 22
2 kaczla 2020-06-13 18:28 2.0.0 Polish RoBERTa (base), epoch 5, seq_len 512 fairseq roberta-pl 0.74185 0.60913 29
3 Damian Litwin 2020-05-24 14:52 2.0.0 self-made NB with probs ISI-2019-063 probabilities 0.65612 0.52537 5
4 Mikolaj Bachorz 2020-05-24 14:17 2.0.0 v5 probabilities 0.64427 0.52134 7
5 [anonymised] 2020-06-07 12:45 2.0.0 XGBoost ready-made ready-made xgboost 0.60039 0.52000 5
6 p/tlen 2020-05-23 21:29 2.0.0 null model null-model 0.50000 0.50000 17
7 Jakub Stefko 2020-06-03 17:39 2.0.0 2nd logistic-regression word2vec 0.49299 0.49679 2
8 Ivan Novgorodtsev 2020-06-05 10:17 2.0.0 svm ready-made svm 0.59623 0.00000 1

Graphs by parameters

eval_batch_size

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evaluate_during_training_steps

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num_train_epochs

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save_steps

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seq_len

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train_batch_size

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