US 12,136,045 B1
System and method for data structuring for artificial intelligence and a user interface for presenting the same
Noam Brezis, Hod-Hasharon (IL); and Zohar Z. Bronfman, Tel-Aviv (IL)
Assigned to PECAN AI LTD., Tel-Aviv (IL)
Filed by PECAN AI LTD., Tel-Aviv (IL)
Filed on May 5, 2023, as Appl. No. 18/312,778.
Application 18/312,778 is a continuation of application No. 16/739,580, filed on Jan. 10, 2020, granted, now 11,853,911.
Claims priority of provisional application 62/790,910, filed on Jan. 10, 2019.
Int. Cl. G06N 5/04 (2023.01); G06F 16/22 (2019.01); G06N 20/00 (2019.01)
CPC G06N 5/04 (2013.01) [G06F 16/2282 (2019.01); G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method, comprising:
receiving, at a computing system, via a user interface, information regarding entities for which predictions are to be generated by a machine learning model;
receiving, at the computing system, via the user interface, information regarding a target to be predicted by the machine learning model;
suggesting, by the computing system, via the user interface, attributes of the entities, wherein the attributes correspond to features;
performing, by the computing system, one or more data leakage prevention operations with regard to one or more of the suggested attributes; and
training, by the computing system, the machine learning model, wherein the computing system provides to the machine learning model, as training data inputs, data of one or more of the suggested attributes as subjected to the data leakage prevention operations.