this is a demonstration

Thjis is a demonstration

Contribution of Manufacturing sectors to Total Gross Value Added of Manufacturing. Greece, 2022.

In this project, we aim to build a machine learning model to predict company bankruptcy based on financial ratios from Taiwanese companies between 1999 and 2009. Using classification techniques, the goal is to analyze which financial factors are most predictive of bankruptcy. The project involves thorough data exploration, preprocessing, and the comparison of three machine learning models: Desicion Trees, Random Forest and k-nearest neighbors. These models will be cross-validated to evaluate performance, and their results will be analyzed to determine which is most effective at predicting company insolvency.

First draft of DS4OWD Dashboard