Mining the Polish Bankruptcy Data
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Updated
Dec 24, 2020 - Jupyter Notebook
Mining the Polish Bankruptcy Data
Using various machine learning models to predict whether a company will go bankrupt
Exploration, analysis and application of machine learning models to predict companies' status
Based on available data from bank and parameters to identify the variables that influence the most, predict the bankruptcy of the given financial model
A smart system with a goal of predicting whether a company will go bankrupt in a certain number of years by leveraging the financial historical data of the Polish companies' bankruptcy dataset.
Our project aims to utilize machine learning techniques for bankruptcy prediction, leveraging data analysis and predictive models to forecast the likelihood of a company experiencing financial insolvency.
Application of Machine Learning models to predict Company Bankruptcy
Use the classification model to predict whether a company is able to be bankrupted
A classification problem using SEC EDGAR annual and quarterly balance sheet filings to predict bankruptcy.
Final Year Project that is to be completed as part of the fulfillment of Computer Science Degree in NTU
Replication files for "Bottom-Up Leading Macroeconomic Indicators: An Application to Non-Financial Corporate Defaults Using Machine Learning" by Tyler Pike, Horacio Sapriza, and Tom Zimmermann.
Welcome to the ECL GitHub repository! This repository contains the resources that show how to use, update and experiment with the ECL dataset. The dataset contains the multimodal (numerical and textual) data contained in corporate 10-K filings, and associated binary bankruptcy labels.
In class Kaggle competition on predicting bankruptcy of a firm
This is a classification-based mini project
This is Mudit Vyas worked as ML Developer Intern , Team Leader in Technocolabs Software.This is Internship Project For Technocolabs Software.
Accurately predicting companies' future failure with Python.
This is an academic project on the Polish Company Bankruptcy Dataset, however we only used 1st year data as test data and 5th year as test data
Debt Insolvency Income Prediction using Data Science
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