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During the IFS procedure, the feature subset started with one feature with the highest F-score.
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Although this is a slower procedure, the features selected are usually more optimal for the classifier employed.
Description of the methods assessed in terms of the way in which external information is incorporated, the feature selection procedure, the features used for classification, and a reference if the method is obtained from a previous publication.
The latter detection procedure of the feature points adopts the Harris corner detection method to evaluate the singular value decomposition filter.
In this procedure, all the feature vectors estimated in the previous step are handed over to an appropriate outlier detection algorithm to determine the outliers.
Moreover, we ran the whole classification procedure with the feature selection performed in advance outside of the double CV.
The performance of each raw index was evaluated by subjecting the entire procedure, including the feature selection, to a 10-fold cross-validation from which we obtained cross-validated Kaplan Meier curves (Simon et al, 2011).
Although the ERP component P2 in present study was not the traditional LPC in the target-locked procedures, the features between the truthful and deceptive conditions that were found in P2 were similar to LPC: less activation for the deceptive condition than that for the truthful condition.
By and large, classical statistical procedures share the feature that they only rely on probability assignments over sample spaces.
Using the above selection procedure, the best features for each of the five thresholds were chosen.
The thesis focuses on the development of an evaluation procedure for the comparison of Semantic Web CMS including appropriate data storage management systems and the subsequent use of this procedure for the features of well-known Semantic Web CMS.
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