Overview of the analysis

Credit risk is an inherently unbalanced classification problem, as good loans easily outnumber risky loans.
We are going to use a number of different techniquest to train and evaluate models with unbalanced data.


The below chart shows the confusion matrix and the related metrics
confusion matrix
Below is the the chart of the metrics for all the models
All models metrics