this project was developed for an university exam.
Multiclass classification of Youtube videos using text mining.
Youtube videos categories:
- travel
- science and technology
- food
- manufacturing
- history
- art and music
- nature
- sports
- adventure
Implemented classifier and relative accuracy achieved:
| Classifier | Library | Accuracy |
|---|---|---|
| Naive Bayes | NLTK | 88% |
| Naive Bayes | SciKit Learn | 89% |
| Stochastic Gradient Descent | SciKit Learn | 95% |