MACHINE LEARNING TECHNIQUES FOR EVALUATING ENTITIES

摘要

Systems, methods, apparatuses, and computer program products for evaluating and/or rating entities using machine learning techniques are provided. One method may include receiving, by a computer system, identifying information for an entity and collecting data relating to the entity from at least one of public data sources or private data sources. The method may further include determining and producing data that is actually relevant to the entity, and classifying the relevant data into different areas of risk associated with the entity. The method may also include using the relevant data, different areas of risk associated with the entity, and information regarding risk attributes of the entity to determine and assign, through an entity risk model, a risk score for the entity, and outputting the risk score for the entity to a device of an end user.