G06N99005
Please help me predict the CPC LABEL for this patentPATENT ABSTRACT: An apparatus, system and method for automatically evaluating a transaction request are provided. An adaptive modeling platform builds models and deploys them in a very systematic manner, without requiring much or any human intervention. This system ensures an end to end data management; encompassing variable generation, model building and evaluation of the built models, decision logic and strategy design. It guarantees deployment of these predictive models in real time, monitors performance of the portfolio and generates reports & alerts for the same. The system periodically examines the models in production and rebuilds them when their performance falls below a predefined threshold. When the human discretion so permits, the system can be interrupted at any point in time and changes can be made wherever desired in the process. From a business point of view, AMP will significantly reduce the resources and time required for the entire process, starting from raw data to building models and decision logic, to monitoring performance and reconstruction, to deployment of the final strategies.