If the application is executed in the LDA mode, then only one classification instance is executed, and no voting is applied.
Usually, an agreement strategy (i.e. majority voting) is applied to ensure that, in the end, each sentence has an agreed-upon polarity assigned to it.
Majority voting was applied to a moving window composed of 20 frames that included the present frame and the prior 19 frames.
The third annotator was asked to perform an independent classification whenever the other two disagreed, and a scoring method based on majority votes was applied to create the gold standard (see Supplementary Material for the annotations and gold standard).
However, when the spectrogram is divided into a set of 170 overlapping short-time windows and a majority voting rule is applied on their classification scores, the entire frame is correctly classified.
Then in the matching phase, to improve the shape-matching accuracy, a voting strategy is applied to the candidate corresponding shape pairs, which are discovered by R-histogram matching.
Here, the majority voting method is applied, which has widely been used to solve the conflict problem both in engineering and social fields, to the fixing of the center point: X 0 = sgn 1 3 X 1 + X 2 + X 3. (25) (3) The radius of the simplified space.
In the combined approach, named MOGASVM, each non-dominated solution is given equal importance and a majority voting technique is applied.
In the case of multiple classes, several SVM models are trained separating each class from the rest and a majority voting scheme is applied to reach the final prediction.
Once the set of hints have been generated, the estimation stage is applied to vote by the output information of the previous comparative stage in order to estimate the person's age.
