/bankrupt-prediction

A simple neural network to predict whether or not a company will go bankrupt.

Primary LanguagePythonMIT LicenseMIT

bankrupt-prediction

A simple neural network to predict whether or not a company will go bankrupt.

Data and Training Results

Dataset from: https://archive.ics.uci.edu/ml/datasets/Polish+companies+bankruptcy+data

Year 1 test accuracy: 0.984984984984985
Year 2 test accuracy: 0.9799247176913425
Year 3 test accuracy: 0.9754273504273504
Year 4 test accuracy: 0.9657320872274143
Year 5 test accuracy: 0.9732888146911519

The model was trained separately for each year.