Electronic computing devices and methods for estimating a population uncertainty distribution of training data by an electronic computing device, a computer program product, and a computer-readable storage medium

Abstract

One or more example embodiments relates to a method for estimating a population uncertainty distribution of training data, comprising providing an artificial intelligence as an ensemble learner model comprising at least two base learners by an electronic computing device; providing the training data for training the ensemble learner model by the electronic computing device; separating the training data into a first set of training data for training one of the at least two base learners and into a second set of training data for validating another one of the at least two base learners by the electronic computing device; training the one of the at least one base learner with the first set of training data by the electronic computing device; and estimating the population uncertainty distribution by validating the another at least one base learner with the second set of training data by the electronic computing device.

Dependencies are inferred from the claim text.