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The most frequent features for the other problems are a mixture of MROPC, section areas and section convolutions.
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Polymorphism is a frequent feature for allergens molecules.
All of these neuroendocrine and behavioral alterations are well-known risk factors for aging and frequent features of age-associated brain pathologies such as major depression and dementia (for review [ 13, 14]).
Such disagreement has already been demonstrated for stature [9], but it is likely to be a frequent feature of mutual mate choice situations.
Nausea and/or vomiting were also frequent features.
For every pair of correlated features (Pearson ρ correlation coefficient larger than 0.8 at a p value smaller than 0.05), the least frequent was discarded, and its frequency was added to the most frequent feature.
Simply, when the most frequent common feature for each drug was assigned to the feature of query drug, those of 80% were correctly predicted.
In this paper, we incorporate maximal frequent itemset mining to extract new features for cleavage prediction.
For other cases, frequent itemsets features can be used as supplementary features which also improved performance compared to OE.
Besides being used directly in associative classification, the mined frequent sub-graphs can be used as features for other methods such as SVM classifier [20].
For the second-stage tagging, we extend the standard feature set used for the first-stage tagging with the following non-local features for each token, based on all identical tokens in the document: (i) most frequent tag, (ii) most frequent non-'O'tag and (iii) first tag in the document.
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