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Update 'pages/interns/sevval_bulburu/README.md'

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dano 2023-10-12 09:54:19 +00:00
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@ -22,6 +22,7 @@ State:
- Manually adjusted the slovak HS dataset. Slovak dataset is not balanced. Tried some methods for "balancing" the dataset. By google translate - augmentation. Other samples are "generated" by translation into random langauge and translating back. This creates "paraphrases" of the original samples. It helps. - Manually adjusted the slovak HS dataset. Slovak dataset is not balanced. Tried some methods for "balancing" the dataset. By google translate - augmentation. Other samples are "generated" by translation into random langauge and translating back. This creates "paraphrases" of the original samples. It helps.
- Tried SMOTE upsampling, it did not work. - Tried SMOTE upsampling, it did not work.
- Is date and user name an important feature? - Is date and user name an important feature?
- tried some grid search for hyperparameter of the neural network - learning rate, dropout, epoch size, batch size. Batch size 64 no good.
Tasks: Tasks: