Despite numerous attempts to determine the appropriate re-sampling proportion in each class by using a trial-and-error method in order to construct a classification model with imbalanced data (Barandela, Vadovinos, Sánchez, & Ferri, 2004; He, Han, & Wang, 2005; Japkowicz, 2000; McCarthy, Zabar, & Weiss, 2005), the optimal strategy for each class may be infeasible when using such a method.
By using a trial-and-error method, we select F t) = e-tand then, (1) holds.
Then by using a trial-by-error method, we found the calibrated optimal relaxation parameter (widehat{omega}_{h_{0}}=1.61), which results in the following calibrated constant: c_{0}approx6.0559.
Length and width of the fault were fixed at 25 and 15 km and the slip value was determined by using a trial-and-error approach and by changing the slip value in the range of 0.3‒0.8 m, with the increment of 0.1 m, in order to match the observed and simulated tsunami records in the near-field (i.e., Bodrum tide gauge).
The aim of these studies was to investigate the effects of cytisine and varenicline on brain reward function in nicotine-naive and nicotine-withdrawing rats by using a discrete-trial ICSS procedure.
At first, a feasible hole profile, which will be deformed to be a nearby square hole in the bore-expanding process, is obtained by using a few trial-and-errors.
In this study, the best values of the network parameters were chosen by carrying out simulations using a trial and error approach.
Across all conditions orientation tuning curves were investigated using a trial by trial method.
