---
Language:
- Filipino, English, and Taglish
Results:
- Loss: 0.2594
- Accuracy: 0.7
- Recall: 0.7
- F1 Score: 0.7412
Training hyperparameters:
- learning_rate: 0.00001
- train_batch_size: 32
- eval_batch_size: 32
- optimizer: Adam
- num_epochs: 10
Datasets:
- Shopee Online Reviews
language:
- tl
---
<b>Filipino Language Sentiment Classifier: Online Shopping Domain</b>

The model is trained on a labeled dataset of over 400,000 Shopee online reviews written in Taglish and Filipino (Tagalog).

The sentiment classifier predicts the probability that a given text is positive, negative, or neutral.