Estimating reliability of predicted classifications made by a machine learning algorithm

摘要

A computer-implemented method comprising: obtaining a prediction of a label for a dataset made by a classifier algorithm tool, wherein the classifier is aimed at predicting the label based on a classification model and in view of a set of features defining the dataset; obtaining a reliability prediction of a reliability label relating to the prediction of the classifier tool based on a reliability classifier tool, wherein the reliability classifier tool is aimed at predicting the reliability label based on a classification model and in view of a second set of features; and outputting to a user the label prediction and an associated reliability prediction.