From 270b5f79447f1a648a29a84330bf95498d0f5b7e Mon Sep 17 00:00:00 2001 From: dano Date: Thu, 12 Oct 2023 09:54:19 +0000 Subject: [PATCH] Update 'pages/interns/sevval_bulburu/README.md' --- pages/interns/sevval_bulburu/README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/pages/interns/sevval_bulburu/README.md b/pages/interns/sevval_bulburu/README.md index 6dc17cd7b..ca403f133 100644 --- a/pages/interns/sevval_bulburu/README.md +++ b/pages/interns/sevval_bulburu/README.md @@ -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. - Tried SMOTE upsampling, it did not work. - 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: