Predicted the imbd rating of the movie using machine learning algorithm and Neural Network
- Removed the null value rows from the data
- Removed the feature such as aspect ratio, link and many other which didnot had any impact on the prediction.
- Convert the column having string value to numberical value
- Ploted the histogram of the imdb value to check the distribution.
- Ploted the pair plot to check relation between features.
- Ploted the joint plot of feature with imdb score to check there relation with the data and accordingly removed those features.
| Model | Accuracy | Mean aboslute error |
|---|---|---|
| Random Forest | 90.49 | 0.52 |
| Xg boost | 90.3 | 0.53 |
| Support Vector Machine | 85.18 | 0.82 |
| Decision Tree | 87.2 | 0.73 |
| Neural Network | 84.83 | 0.83 |