Movie Revenue Prediction using IMDB 5000 Movie Dataset
This is our Machine Learning Project. The task was to predict movie revenue using some machine learning algorithms.
The report can be found in here.
The Main Python Script can be found in here.
- SVM (RBF)
- SVM (Linear)
- SVM (Polynomial)
- Naive Bayes
- Multi Layer Perceptron
- Logistic Regression
- Linear Regression
Accuracy comparisons can be found in the report.
We published our work in the Journal of Computer Science, Volume: 16, No. 6, 2020, Pages: 749-767. You may find our work at the following link:
DOI: https://doi.org/10.3844/jcssp.2020.749.767
Please cite our work if found to be useful using the follwing format:
Mahmud, Q. I., Shuchi, N. Z., Tawsif, F. M., Mohaimen, A. & Tasnim, A. (2020). A Machine Learning Approach to Predict Movie Revenue Based on Pre-Released Movie Metadata. Journal of Computer Science, 16(6), 749-767. DOI: https://doi.org/10.3844/jcssp.2020.749.767.