Rare event detection
Finds fraud and other rare events using state-of-the-art supervised machine learning algorithms, best practices and other techniques.
SAS Adaptive Learning and Intelligent Agent System automates a major portion of the work required for model training and retraining. An easy-to-use interface enables you to expand the task of creating and deploying models tuned to detect rare events to a broader community of users with limited data science skills. This enables data scientists to use their time to focus on other strategic areas.
The solution easily integrates with SAS Visual Investigator. Once a model is deployed, jobs are created automatically to generate scores and alerts, which are fed into SAS Visual Investigator. Triaged alerts are fed back into the training data so a new model can be trained. The solution supports multiple versions of a model, enabling users to compare models and tune new models to their satisfaction before deploying them. Automated model retraining ensures that models are retrained and refreshed more frequently so they stay tuned to detect the latest fraud patterns.
SAS Adaptive Learning and Intelligent Agent System combines state-of-the-art supervised machine learning algorithms, best practices and other fine-tuned techniques to accurately detect rare events and reduce the number of false positives.
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