Using AutoML Toolkit’s FamilyRunner Pipeline APIs to Simplify and Automate Loan Default Predictions

Posted Leave a commentPosted in Apache Spark, AutoML, data-science, Engineering Blog, Machine Learning, Pipeline API

Try this Loan Risk with AutoML Pipeline API Notebook in Databricks Introduction In the post Using AutoML Toolkit to Automate Loan Default Predictions, we had shown how the Databricks Labs’ AutoML Toolkit simplified Machine Learning model feature engineering and model building optimization (MBO).  It also had improved the area-under-the-curve (AUC) from 0.6732 (handmade XGBoost model) […]