18481799. BOOTSTRAPPED SIMULATED DATA FOR MODEL SIMULATION AND SELECTION (Capital One Services, LLC)
BOOTSTRAPPED SIMULATED DATA FOR MODEL SIMULATION AND SELECTION
Organization Name
Inventor(s)
Trijeet Sethi of McKinney TX US
Muralikumar Venkatasubramaniam of Plano TX US
Arunkumar Rajappan of Plano TX US
Justin Flietstra of The Colony TX US
Jacky Huang Zheng Kwok of Allen TX US
Ralph David of Flower Mound TX US
BOOTSTRAPPED SIMULATED DATA FOR MODEL SIMULATION AND SELECTION
This abstract first appeared for US patent application 18481799 titled 'BOOTSTRAPPED SIMULATED DATA FOR MODEL SIMULATION AND SELECTION
Original Abstract Submitted
In some implementations, a device may receive an input for a first prediction model. The device may execute, using the input, the first prediction model to generate a set of outputs, wherein the set of outputs is based on a set of inputs to a data processing pipeline associated with the first prediction model. The device may generate using a simulation engine and based on the set of outputs of the first prediction, a set of simulations of a set of results of implementing a set of actions associated with the first prediction model, wherein the set of simulations is associated with a simulated dataset representing a set of forecasts for simulating the set of results of implementing the set of actions. The device may output the simulated dataset to a model generation pipeline.