Question
Creating workflow template for Predictive Analytics in PEGA
Hi,
I went through the tutorial on 'Building Predictive Models' and tried to create a predictive model in my Prediction/Decision studio. However, some of the options/features provided in the default workflow are confusing to me e.g. I tried solving standard 'Loan Prediction Problem', in the end I could see a chart that looks like k-fold cross validation. However, I was expecting it to be a confusion matrix.
Can somebody tell/point me how to create a customized template/workflow for prediction cases?
TIA
Hi Sanjeev,
Thanks for your question, it sounds like you have some good data science background.
In a nutshell we actually dont expose the underlying pipeline as it is really supposed to be a 'model factory' not a 'model laboratory' hence it follows a best practice pipe line, similar to some of the other tools in the market that follow a high degree of automation.
The pipeline is roughly as follows: