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The city of Tacloban in the Philippines, affected by the Super Typhoon Haiyan in November 2013 constitutes the test case for applying the methodology that has been developed.
In order to evaluate the cross-singer classification performance, we perform leave-one-singer-out (LOSO) cross validation in all experiments: all data from one singer constitutes the test set, the remaining seven singers constitute the training set.
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As it will be described in detail later on, initially, the offline dataset is divided randomly into two parts, one is a part of the training dataset and the other constitutes the testing dataset.
Estimated effect coefficients, on the other hand, typically employ nil-nulls in the sense that zero constitutes the tested null hypothesis.
We use four of these subsets to form a training fold that is utilized to compute the model and the fifth subset constitutes the testing fold that is used to perform the evaluation.
We use four of these subsets to form a training dataset that is utilized to compute the model and the fifth subset constitutes the testing dataset that is used to perform the evaluation.
Comparison of the effect sizes for the Participant Group × Target Group interactions constituted the test of asymmetry.
One fold, 1/6, constituted the test set.
In this study, altogether 600 randomly selected solar cells have been evaluated from which 240 cells belong to the training set and the remaining 360 cells constitute the test set.
The former randomly creates training sets (with repeated objects) of the same size as the original and the objects left out constitute the test set, while the latter randomly changes the true response variables to determine the quality of the model.
The fifth day constituted the test day and the mice were tested on the same experimental paradigm for a total of seven trials.
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