🎬 Movie Reviews Sentiment Analysis Model
This model analyzes movie reviews and classify them as "Negative", "Positive", or "Neutral".
Base Model
It is fine-tuned from "cardiffnlp/twitter-roberta-base-sentiment-latest".
Dataset Used
Scraped 742 custom movie reviews from Rotten Tomatoes, augmented the data to 974 reviews to resolve class imbalance, and fine-tuned the final dataset on "cardiffnlp/twitter-roberta-base-sentiment-latest".
How to Use
from transformers import pipeline
classifier = pipeline(
"text-classification",
model="hibbariz/movieReview_analysis_model"
)
result = classifier("This movie was absolutely amazing!")
print(result)
Performance
Accuracy : 84%
F1 score : Negative: 81%, Neutral: 68%, Positive: 90%
Classification Report
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