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The model was also found to be working satisfactorily as evidenced with average relative error of 0.352 and sum square error of 10.065 during testing phase to predict the biosorption efficiency with reasonable accuracy.
A representative set of these data was used for the formulation of the network; that is, during training phase and another set for checking the performance of the network; that is, during testing phase.
The 7-4-2 ANN (including bias neuron) model is found to be working satisfactorily with an average relative error of 0.352 and sum square error of 10.065 during testing phase, indicating that the model is able to predict the biosorption process with reasonable accuracy.
Figure 2 shows the mean time spent in each chamber of the CPP apparatus during testing (Phase 3).
During testing phase, both useful and harmful interactions between the components were diagnosed and arranged in a Reverse Functional Model.
During testing phase, the likelihood of unknown speaker's features with each of the GMM models is determined.
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Hence, any pair exhibiting quality in this range during test phase induces more confidence in matching[97].
We compared the stage 1 success, defined as undergoing stage 2 generator implantation after demonstrating improvement of 50% or greater during test phase and intraoperative and postoperative complications within 1 year between obese and nonobese cohorts.
Here, the RMSE = 0.795 mg/L, NSE = 0.79 and CC = 0.85 of ANFIS model with Gbell membership function during test phase verifies the close agreement of concentration of effluent Kjeldahl Nitrogen with the observed concentration.
(4) button presses (required during test phases).
It can be concluded that the overall recognition performance achieved during the learning phase could be reproduced during the testing phase.
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CEO of Professional Science Editing for Scientists @ prosciediting.com