How does Samoan Sentiment Analysis work?
- Sentiment Classification. This method involves categorizing text into predefined sentiment categories, enabling quick understanding of public opinion.
- Lexicon-Based Approach. It uses a predefined list of words associated with positive or negative sentiments to assess the overall sentiment of a text.
- Machine Learning Techniques. These techniques involve training models on labeled datasets to predict sentiment based on features extracted from the text.
- Deep Learning Approaches. Utilizing neural networks, deep learning methods analyze more complex linguistic patterns and can improve sentiment detection accuracy.
