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The experiments for KDDCUP99 verify GAEC has capability to deal with massive data in real world and good predicting capability for unknown type data.
The ANN model with Levenberg Marquardt training algorithm, single hidden layer and nine number of neutron schema was found the best predicting capabilities for the study station with Coefficient of Correlation (r) and NSE value of 0.996 and 0.991 for calibration period and 0.990 and 0.980 for validation period, respectively.
Simulation results in Figure 5A-B are intriguing in that they predict that the capability for "shared" docking does not significantly affect overall recruitment of adaptors, even in simulations using high density of receptors (either through clustering or overexpression).
The adjusted R2 of the linear regression between observed and predicted burned area for 2001 2006 and 2011 2016 was 0.66 and 0.72, respectively, thus corroborating the predictive capability of the model used for hindcasting.
Therefore, the prediction of non-specific binding residues can increase the predictor's capability for predicting DNA-binding residues.
This will lead towards a better capability for predicting space weather.
It also shows good capability for predicting crack nucleation conditions for various contact configurations, contact sizes but also various plain fretting and fretting fatigue stresses.
A "power-law threshold" breakage model was found to provide a satisfactory capability for predicting the breakage of the whey protein precipitate particles.
The training and testing results in genetic programming models illustrated a strong capability for predicting the layer thickness of duplex coating.
Empirical data from a longitudinal survey offers a more robust capability for predicting behavior over time.
Now, we proceed to evaluate VPT-EOS capability for predicting hydrate formation temperature.
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