ML_Project
A NEWS Categorization Model that categorize the news into SPORTS, EDUCATION, TECH, BUSINESS, ENTERTAINMENT and Our model has 94% Accuracy
The Main Features of Our Project are:
- Dataset Creation
- Exploring Dataset
- Cleaning Dataset
- Trainig Different Models
- Predicting
The accuracy of different models That we have trained:
| Model | Accuracy | Time Taken |
|---|---|---|
| Logistic Regression | 93.44% | 18.6s |
| Decission Tree | 81.96% | 7 min 23s |
| Naive Model | 93.82% | 2.97s |
| SVC | 94.09% | 18 min 28s |