risk-pmml-builder

Builds PMML models for credit card risk scoring.

A PMML representation of a linear regression and a random forest for both a card holder risk and a dispute risk models are built.

The generated synthetic datasets are saved under data and the PMML models will be saved under models.

Requirements

• Python 3.x
• JDK (tested with OpenJDK 8)

Alternatively, use Docker (as detailed below).

Running

Locally, just run:

$ pip install -r requirements
$ python builder.py 

Using docker:

$ docker build -t risk-pmml-builder:latest .
$ docker run -t risk-pmml-builder:latest