https://github.com/akashvarma26/sentimental-analysis-on-different-emotions

It determines the emotion of the text.
https://github.com/akashvarma26/sentimental-analysis-on-different-emotions

deep-learning jupyter-notebook nlp nltk-python

Last synced: 23 days ago
JSON representation

It determines the emotion of the text.

• Host: GitHub
• URL: https://github.com/akashvarma26/sentimental-analysis-on-different-emotions
• Owner: Akashvarma26
• Created: 2024-01-15T20:00:00.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-02-11T11:08:47.000Z (about 1 year ago)
• Last Synced: 2025-01-29T11:14:05.271Z (23 days ago)
• Topics: deep-learning, jupyter-notebook, nlp, nltk-python
• Language: Jupyter Notebook
• Homepage:
• Size: 1.46 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Sentimental-Analysis

Sentiment analysis is the process of analyzing digital text to determine if the emotional tone of the message is positive, negative, or neutral.   

In the preprocessing I removed stopwords and applied stemmings and WordNetLemmatizer. I used RandomForestClassifier to predict sentiments.   

The Accuracy score of the model was found to be 0.93925.