This is my first Machine learning based solo fun project There are many projects for sentiment analysis Here I've tried to create a model(s), and test which one gives better results.
You gotta run the file, classifiers.py And then hang out with check_sentiments.py File should run like this:
Enter the string: [Your Desired String]
According to logistic Classifier:
According to KNN Classifier:
According to Random Forest Classifier:
According to Decision Tree Classifier:
You can also get your hands dirty and have a look at classifiers_testing.py
The results speak that Logistic regression(approximately 50%) is far more impressive than the rest(followed by Random Forest classification, Decision Tree Classification, K-Nearest Neighbours, and the rest of basic classifiers)
Lack of data has hampered the results(Uploaded)
Thank you