Decision Sciences

A scientific approach to risk.

Our Decision Sciences service leverages our statistical expertise to help improve predictive results, boost operating efficiencies, and lower the rate of fraud.

In using our fraud management platform, you’ll have the ability to improve risk decisioning by leveraging the experience and expertise of a Statistician team with knowledge in risk management and risk modeling. Three standard services provided by our Decision Sciences Statistician team include rule optimization, implementation of a logistic regression model, or machine learning model.

Service Options

Rule Optimization

This service helps you optimize decisioning to help ensure you are meeting your business objectives. Service includes review of current rules, recommendation for addition, deletion or reweighting of rules, projection of impact from changes, and full implementation of changes. Automated rule tuning may be included.

Machine Learning Model Service

This engagement implements a statistical model built using the machine learning technique called Gradient Boosting Machine (GBM). This service incorporates more data element interactions than logistic regression models, which can enable improved results. Service includes implementation of the machine learning model, documentation of the model and projection of impact.

Logistic Regression Modeling Service

With this engagement, an Accertify Statistician will implement a logistic regression model to help meet your unique business objectives. This service enables improved detection of interactions between data elements and is intended to produce a superior decisioning results above and beyond rules alone or rules and decision trees.

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