METHOD AND SYSTEM FOR RATING MEASURED VALUES TAKEN FROM A SYSTEM

摘要

A method for rating measured values taken from a system S that may be in an error-free or erroneous state, includes: forming, by a device, a set V of unmarked measured values v from the system S; forming, by the device, a modified learning set V′ comprising measured values v′ for a learning system L by removal or weighting or removal and weighting of measured values from the set V using a random-based method; forming, by the device, a model M for rating measured values from the system S by the learning system L from the modified learning set V′; and rating, by the device, measured values from the system S by a rating system B using the model M. At least one closest neighbor of the measured value v is removed during removal or weighting or removal and weighting of measured values v from the set V.

主权项

1: A method for rating measured values taken from a system S that may be in an error-free or erroneous state, wherein the system S comprises at least one communication network, a network component of a communication system or a service of a communication network, the method comprising:
(a) forming, by a device, a set V of unmarked measured values v from the system S; (b) forming, by the device, a modified learning set V′ comprising measured values v′ for a learning system L by (i) removal or (ii) weighting or (iii) removal and weighting of measured values from the set V using a random-based method; (c) forming, by the device, a model M for rating measured values from the system S by the learning system L from the modified learning set V′; and (d) rating, by the device, measured values from the system S by a rating system B using the model M; wherein step (b) further comprises removing at least one closest neighbor of the measured value v during (i) removal or (ii) weighting or (iii) removal and weighting of measured values v from the set V.