MarsPanther / sentiment-analysis

IMDB Movie Ratings Sentiment Analysis

Flask running

• flask run
• python app.py

Models and word vectorization

• Word steaming
• Text pre-propcessing
• TFIDF tokenization
• Bag of words

Algorithms

• Logistic Regression (LR)
• Decision Tree Classifier
• Naive Bayes Classifier(MNB)
• Random Forest Classifier
• Support Vector Machine(SVM)

Heroku deployement procedures

• git add .
• git init
• git commit -m "mesage commit sucide"
• heroku git:remote -a moviesentiment2
• git push heroku master

examples

Positive

• The movie was really awesome, it was fantastic experiance.
• I love this movie, good watch with my kids.

Negative

• Horrible movie, I left in in the middle of show.
• Very bad content, not worth anyones time.