MULTIPLE-CLASSIFIER INTEGRATED CONTROL SYSTEM AND METHOD THEREOF

摘要

In a multi-classifier integrated control method performed by a multi-classifier integrated control system for classifying a classification object according to an aspect of the present application, basic information on classification algorithm and structure information applied to each of the multi-classifiers is collected and collected. Loading a plurality of classifiers according to the classification target based on the basic information; When a classification target is input to a plurality of loaded classifiers, providing at least one classification item through a classification process for each classifier; Among the classification items provided in each classifier, a classification is made by classifying duplicate items having duplicate classification items and unique items having non-overlapping classification items, and setting weight functions for converging the weight and prediction result reliability for duplicate items. Preparatory stage; It collects the input information for the classification target, pre-processes the input data to be input to the classifier, assigns the pre-processed information to a plurality of classifiers, performs the classification process, and calculates the weight of the classification items and the reliability of prediction results Classification performance step; And an integrated convergence step of converging the weight of the duplicate items calculated by the classifier using the set weight function and the reliability of the prediction result into one value. The loaded classifier is a classifier that outputs weights and prediction result reliability for classification items.