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readme_2md
reefzehavi/readme_2md
readme_2md is a machine learning model from reefzehavi. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This project analyzes financial data of American companies to predict bankruptcy. It includes Data Cleaning, EDA, Feature Engineering, Regression, and Classification models.
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Updated Nov 24, 2025
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.pkl27.8 MB · 70%
At a glance
- Access
- Public
- Created
- Nov 24, 2025
- Updated
- Nov 24, 2025
- SHA
- 67a24f7e
Model card
From the Hugging Face model README
American Bankruptcy Prediction - Assignment 2
Overview
This project analyzes financial data of American companies to predict bankruptcy. It includes Data Cleaning, EDA, Feature Engineering, Regression, and Classification models.
🎥 Project Presentation Video
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🏆 Best Models
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Regression Task: Predicted
X1(Current Assets).- Winning Model: Ridge Regression
- Performance: R2 Score = 0.9999
-
Classification Task: Predicted
Status(Alive/Failed).- Winning Model: Random Forest Classifier
- Performance: F1-Score = 0.9976
📂 Files in this Repo
Assignment_2.ipynb: The complete code notebook.best_regression_model.pkl: The trained regression model.best_classification_model.pkl: The trained classification model.
- Created
- Nov 24, 2025
- Updated
- Nov 24, 2025