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Language:
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Results:
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Training hyperparameters:
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Datasets:
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<b>Filipino Language Sentiment Classifier
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The model is based on 400,000 Shopee online reviews written in Taglish and Filipino (Tagalog) language.
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Language:
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- Filipino, English, and Taglish
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Results:
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- Loss: 0.2594
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- Accuracy: 0.7
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- Recall: 0.7
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- F1 Score: 0.7412
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Training hyperparameters:
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- learning_rate: 0.00001
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- train_batch_size: 32
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- eval_batch_size: 32
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- optimizer: Adam
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- num_epochs: 10
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Datasets:
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- Shopee Online Reviews
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language:
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- tl
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<b>Filipino Language Sentiment Classifier: Online Shopping Domain</b>
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The model is based on 400,000 Shopee online reviews written in Taglish and Filipino (Tagalog) language.
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