zhou-yuhan / Bankrupt-Prediction

Bankrupt-Prediction

Using traditional machine learning techniques to predict whether a corporation is going to bankrupt Motivated by kaggle

Files

• data.csv: dataset which contains information about 6819 corporations
• feature_picking.py: experiments on feature picking
• datacut.py: experiments on imbalanced learning
• bayes.py: experiments on bayes learning
• simpleNeuralNetwork.py: experiment on a simple neural network
• initialTrain.py: first trial of different methods
• model.py: comprehensive model of our method, including all methods we tried
• plot.py: programme to plot some results of out work
• imbalanced.docx: results of imbalanced learning