Company Bankruptcy PredictionLinks to an external site.

Management$/$Research Question

In layman$$s terms, what is the management$/$research question of interest, and why would anyone care?

Requirements

Split the training set into an $80\%$ training and $20\%$ validation set and conduct $/$ improve upon previous EDA. Build at least three models: an SVM$,$ a logistic regression model, a Na$$ve Bayes model. Evaluate each of the models$$ assumptions. Conduct hyperparameter tuning for the SVM kernel. Evaluate goodness of fit metrics including TPR$,$ FPR$,$ precision, recall, and accuracy on the training and validation sets. Build ROC and Precision $/$ Recall graphs. Evaluate your models' performance on the validation set using the F$1-$score. Python scikit$-$learn should be your primary environment for conducting this research.

Python Programming

All programming will be done in Python. A style guide is here.

Formatting Python Code

Refer to Google$$s Python Style Guide for ideas about formatting Python code.