Patent ID: 11934971
Assignee: DIGITAL LION, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method for automatically building a machine learning model, the method comprising:
causing display, via a graphical user interface, of a plurality of variables;
receiving selection of a target variable from the plurality of variables;
identifying a first independent variable from the plurality of variables;
identifying a parameter associated with the machine learning model;
receiving, via the graphical user interface, collected data;
building a first machine learning model using as inputs, the parameter and the collected data associated with the first independent variable and the target variable;
making a change to at least a portion of the inputs used to build the first machine learning model;
building a second machine learning model based on the change;
comparing a prediction accuracy of the first machine learning model to the second machine learning model;
selecting one of the first machine learning model or the second machine learning model based on the prediction accuracy; and
outputting a prediction based on the selecting.