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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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Added Movie Revenue Prediction System #726

Closed Vikranth3140 closed 2 weeks ago

Vikranth3140 commented 1 month ago

Hello,

This PR is with respect to Issue #725 and I have added Movie Revenue Prediction using ML Libraries.

The datasets have been taken from Movie Industry dataset. Detailed instructions on how to set up our datasets are provided in old datasets\README.md.

I have used different models and the accuracies are as follows:

Model Training R² Training MAPE Testing R² Testing MAPE
Linear Regression 0.6553 35.23% 0.6706 18.49%
Decision Tree 0.8664 13.00% 0.6947 4.60%
Bagging 0.8583 13.32% 0.7719 5.67%
Gradient Boosting 0.9158 10.57% 0.8242 5.69%
XGBoosting 0.9079 9.70% 0.8102 5.53%
Random Forest 0.8728 14.29% 0.7786 5.33%
Niketkumardheeryan commented 1 month ago

@Vikranth3140 cant find your file in PR , add a proper folder .

Vikranth3140 commented 1 month ago

@Vikranth3140 cant find your file in PR , add a proper folder .

I have added it as a submodule, as if i drop the files, it will not show up as the git modules will conflict

Vikranth3140 commented 3 weeks ago

@Niketkumardheeryan pelase let me know the review as soon as possible

invigorzz313 commented 2 weeks ago

@Vikranth3140 You have to make the PR from a new branch instead of directly committing from the master branch. Then add the ReadMe.md, .ipynb file and other relevant files.