Exact(49)
Learning and testing intelligent system (LTIS) is proposed for learning, testing, learning results and dynamics assessment.
Because false alarms are significantly reduced and the system is robust to parameter variations, high detection and diagnosis performance are achieved during both, learning and testing phases.
This observation means that, when compared with other popular artificial intelligence algorithms like SVR and NAR, the proposed CMG is able to cope with the lower amount of data in the process of learning and testing.
In the case of the other components Y, Z and the total intensity F the blind test also demonstrated higher efficiency of the algorithm application comparing to results of learning and testing phases, which is well reflected in the corresponding values of K0.8 quality criterion (Tables 3 5).
The kNN and SVM were constructed with visible inspiration flowing out of methods used in artificial neural networks: the data describing the patterns are enclosed in learning and testing sets, and the circuit obtains the learning set and is able to recognize if a tested element fits to the pattern emerging from the learning set.
In this regard, the proposed LLNFM-based methodology reached better results for running-times, as well as root mean square error (RMSE) estimations in learning and testing processes of training/checking data-set in comparison with those of the proposed adaptive neuro-fuzzy inference system (ANFIS) based methodology.
Similar(11)
"To the extent they've participated, it's still to try to learn and test".
Also, sometimes it is not mentioned, if the learn and test sets for obtaining the parameters were the same.
AC implemented, learned and tested Bayesian sensor, SpliceScan and MHMMotif.
MetaDBSite used support vector machine (SVM) learning method to learn and test the data.
Figure 3 illustrates the learning and test processes of CeePre2.
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