Sentence examples for verification setting from inspiring English sources

In a verification setting, we use all possible combinations for matching genuine pairs and the first sample of each subject is chosen for imposter matches (5880 (210×8×7/2) genuine comparisons and 21945 (210×209/2) imposter comparisons) in order to evaluate the performance of the biometric hashing scheme.

The data were divided into a "calibration" and a "verification" set.

The Nash Sutcliffe (N S) coefficient of efficiency was used to assess the quality of prediction of the verification set as a function of the length of the calibration set.

Although the verification set is used to identify the best network, actually, training algorithms do not use the verification set to adjust network weights.

The optimal network parameters were selected according to the RMSE of verification set.

This data is verified through the verification set also gathered from the simulator.

The objective function is evaluated against the verification set after each iterative incremental improvement with respect to the training set and network training is halted when the objective function for the verification set fails to improve for 15 consecutive iterations.

Two thirds of the training pool was used for training and the remaining third served as a verification set.

Each architecture uses a different combination of neurons and inputs and each network has its own training and verification set.

As for L-ANN, the aim of training algorithm is to minimize the RMSE of verification set [22].

In order to achieve this aim, the known samples which are used as calibraion set are generally divided into two parts: a training set and a verification set.