Sentence examples for performance classification system from inspiring English sources
Lastly, a new Performance Classification System, that is, LBF composition independent, is proposed to promote standardized LBF comparisons, encourage robust LBF development, and facilitate dialogue with the regulatory authorities.
Multiple classifier systems (MCSs) based on the combination of outputs of a set of different classifiers have been proposed in the field of pattern recognition as a method for the development of high performance classification systems.
This paper describes how we applied systems engineering principles to design a high performance embedded classification system in a systematic and well structured way.
Researchers have argued that c-statistic is often used inappropriately to measure the performance of classification systems [23].
From this point of view, feature selection can be considered as an essential component required for developing high performance pattern classification systems that use high dimensional data [1 3, 17].
An alternative to dimensionality reduction approach, instead of trying to improve overall feature quality, feature selection tries to remove irrelevant features from the high dimensional feature vector thereby improving the performance of classification systems.
In the field of pattern recognition, the combination of an ensemble of neural networks has been proposed as an approach to the development of high performance image classification systems.
Further studies are required on the performance of classification systems in the context of developing countries.
It is conceivable that integration of functional and structural test measurements could provide more relevant information and thus improved diagnostic performance for classification systems when used as input data.
Algorithm B: High performance objectionable video classification system [11].
The performance of proposed classification system is demonstrated and compared with existing classifiers and unreduced dataset.
