Twitter Emotional Classifier
Twitter Emotional Classifier
The following project takes the tweets from the Twitter Emotion Classification Datase and trains a classifier model that labels a tweet in one of the following 5 categories
| Index | Emotion |
|---|---|
| 0 | sadness |
| 1 | joy |
| 2 | love |
| 3 | anger |
| 4 | fear |
| 5 | surprise |
We evaluated with the following classification models:
- Logistic Regression Classifier
- Multinomial Naive Bayes Classifier
- Extra Trees Classifier
Demo
A live deployment is available here: https://aprendizaje-automatico.vercel.app/