How does Marathi Sentiment Analysis work?
- Lexicon-Based Approach. This method uses predefined lists of words associated with sentiments to classify text as positive, negative, or neutral.
- Machine Learning Techniques. It employs algorithms to learn from labeled training data and to predict sentiments on new, unseen data.
- Deep Learning Approaches. These techniques leverage neural networks to capture complex patterns in the data for improved sentiment prediction.
- Hybrid Methods. Combining multiple techniques such as lexicon-based and machine learning for enhanced accuracy in sentiment analysis.