Patent ID: 11868884
Assignee: MOLOCO, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A serialized machine learning system comprising:
(a) a first computing system configured to generate a first output data using a first machine learning model, wherein the first machine learning model is trained on a first training dataset, and wherein the first output data comprises a prediction generated by the first machine learning model;
(b) a second computing system configured to supply an input data to a second machine learning model and generate a second output data using the second machine learning model; and
(c) an integration component configured to join the first output data generated by the first machine learning model in (a) with a selected set of input features to create the input data to the second machine learning model, wherein the selected set of input features are accessible to the second computing system and inaccessible to the first computing system and wherein a second training dataset for training the second machine learning model comprises predictions generated by the first machine learning model,
wherein the first training dataset and the first machine learning model are inaccessible to the second computing system and wherein the second machine learning model is inaccessible to the first computing system such that the first machine learning model and the second machine learning model remain isolated and secured in the first computing system and the second computing system respectively.