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The highest F-measure score was 69.43 % for the two combined features f1 and f3 with a data reduction of 31.3 %, Table 3.
Although performance of the algorithm could improve slightly if all five of the investigated features were used in combination, this would likely result in overtraining of the algorithm due to the small size of the data set from this pilot study, and so the algorithm was limited to only two combined features.
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Based on this, we have selected three best performing features from each textural and morphological category to form nine combined features.
Sina operates a hybrid social networking website called Weibo, with 150 million users; it combines features similar to both Twitter and Facebook.
The results in Rows 7 11 showed that using a combined feature set without PPI category can gain better performance than those of other four kinds of combined feature groups.
Essentially, in each participant one leg had undergone combined exercise, featuring both endurance and resistance training on the same day, while the other leg had done endurance training alone.
He took up drawing, frequently combining features of two or more different species to create a convincing but fictional animal.
Several universities have developed post-NSF models that combine features of two or more sustained models.
The political analyst Cengiz Candar sees Mr Erdogan as combining features of three other world leaders: "the populism of [the late Venezuelan president] Hugo Chavez, the authoritarianism of Vladimir Putin and the tendency towards corruption of Silvio Berlusconi".
The Farrellys' last two features combined did not make as much as "There's Something About Mary".
These two features, combined with the high correlation with MLST clonal complexes, make the technique applicable for large-scale inter-laboratory molecular epidemiological comparisons.
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CEO of Professional Science Editing for Scientists @ prosciediting.com