Abstract: Aspects of the present disclosure involve systems, methods, devices, and the like for generating a cross-factor model for feature extraction and reasoning. In one embodiment, a system is introduced that can identify a combination of two or more variables associated with an event which can be used for determining a reason for an occurrence of the event. In another embodiment, the collection of cross-factor variables identified are used in conjunction with a model such that the model output provides features associated with the event as well as a reasoning behind the event.