Best-in-class Series: Balancing Predictive Power and Regulatory Constraints in Automated Decisions through Decision Trees

Decision Trees

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SMARTS™ Product Spotlight: Interactive Tree Model

Decision trees are a type of supervised machine learning algorithm which maps out consequences in a tree-like manner. They enable organizations to leverage the predictive power of machine learning amidst business and regulatory constraints; yet many organizations struggle to deploy decision trees in automated decisions. New to the SMARTS™ decision management platform, Interactive Tree Model enables users to interact with data to easily build, test, deploy, and refine decision trees using their proprietary data in a completely transparent manner. Join us on Thursday, March 21st at noon ET, as Jihae Hwang, VP of Data Science at Sparkling Logic, demonstrates how a personal loan company can use Interactive Tree Model to build a credit model.

What you will learn:

  • Benefits and use cases for decision trees
  • How to build a decision tree through Interactive Tree Model
  • How to test and experiment with decision trees in SMARTS™


Additional Resources on Machine Learning and Predictive Analytics:

Best-in-class Series

Sparkling Logic’s best-in-class series webinars are designed for business analysts and decision management practitioners who may or may not be familiar with Sparkling Logic’s SMARTS™ business rules and decision management platform. We provide practical guidance through out the decision management lifecycle. Whether you’re looking for tips on how to design, test, deploy, monitor, or improve risk and other operational decisions, this webinar series is for you. You can view all our past webinars and sign up for our periodic newsletter to receive updates on upcoming webinars.

If you’re new to decision management and SMARTS™, here are some resources to get your started:


Sparkling Logic Inc. is a Silicon Valley-based company dedicated to helping organizations automate and optimize key decisions in daily business operations and customer interactions in a low-code, no-code environment. Our core product, SMARTS™ Data-Powered Decision Manager, is an all-in-one decision management platform designed for business analysts to quickly automate and continuously optimize complex operational decisions. Learn more by requesting a live demo or free trial today.