Patent ID: 11868899
Assignee: SAFERIDE TECHNOLOGIES LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 3:
4. The model configuration selection system of claim 1, wherein the processing circuitry is further configured to:
label each of the training data-set clusters with a synthetic unique cluster label, giving raise to uniquely labeled training data-set clusters;
train utilizing the uniquely labeled training data-set clusters, a classifier model, capable of receiving the unlabeled records, and determining, for each of the unlabeled records, a corresponding synthetic unique cluster label;
determine, for each model, an explainability score, associated with a similarity between a first explanation of a first output of the model on the unlabeled records of the training data-set and a second explanation of a second output of the classifier model on the unlabeled records of the training data-set; and
wherein the score of each model is based also on the corresponding explainability score.