Exact(31)
In this experiment, divergence features improved the performance only slightly when combined with other standard features (Table 7).
To investigate this, we ranked instances whose SVM prediction changes drastically depending on whether or not divergence features are used.
In this section we discuss proteins for which the use of divergence features strongly affects the results.
The prediction result of 43 proteins changed depending on whether divergence features were added to conventional features.
Hopefully future work will clarify if this is another case in which divergence features flagged misannotations in our dataset.
Three classification performance measures when using only divergence features are shown for the discrimination of N-signal containing and N-signal-free proteins (yeast curated ortholog sets).
Similar(28)
Card was not present at the film's appearance at Comic Con in San Diego last night, despite the panel for Lionsgate's other teen-orientated sci-fi flick, Divergence, featuring source novel author Veronica Roth.
In contrast with the use of frame level features, Ramirez et al. [12] proposed the use of a long-term spectral divergence feature to discriminate speech from noise.
To investigate this we plotted LD 13), the divergence feature with the highest information gain, against Hphob, #neg and the arginine composition (the three highest scoring standard features in the 40 residue N-terminal region).
In this paper, we propose a new VAD algorithm based on long-term pitch divergence (LTPD) features.
Because the divergence based features have a large number of possible values, we first binned those values into a smaller number by the method of Fayyad & Irani [ 51].
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Justyna Jupowicz-Kozak
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