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Additionally, the feature of length has not been examined as extensively as luminance in the neurophysiological literature, however these results suggest that it would be a fruitful area of further study [19].
The performance of the SVM based models increases after adding a feature of length along with compositional vector.
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We therefore include character n-gram features of length 2 through 4, which is longer than typically used for genes and diseases.
Especially, in the selected 10 features of length 6, all the 5 inserted seeds and their reverse compliment sequences are included.
Each image of the train and test set transformed to feature vector of length 356.
The feature vector of length 4,608 = 256 × 6 × 3 in this window was extracted as shown in Figure 7.
We have selected occurrences of chain code directions '1' to '8' for consecutive twelve chain codes from length 60 that results in feature vector of length 48.
For a specified block in a valid ROI, a histogram-based feature vector of length 4,608 was extracted from the 20 by 20 window in six color spaces.
The latter were subsequently hashed onto a binary feature vector of length 4096 by modulo calculations on the generated fingerprint indices using an in-house Perl script.
The set of primary sequences for each mouse was therefore mapped into a numeric feature vector of length 100.
Let f i denote one of six feature vectors of length 2 W+1 for the i-th data point, where W is the number of windows around either side of the site region.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com