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This window is then divided into 4 × 4 sub-windows in which each sub-window has four features from Haar wavelet calculated as dx, dy, |dx| and |dy|.
In this study, eight features are calculated from time domain signal, four features from frequency domain signal, and four from difference signal.
In OV datasets, since four-feature selection performed best results, we collected all selected four features from all train datasets as performing LOOCV.
Four features from ChIP chip data sets of Hairy (MacArthur et al., 2009), CtBP, and Gro (Nègre et al., 2011) were used; number of peaks linked to the same gene, width of peaks, peak signal, and distance of peaks to closest TSS.
The method is based on the repetitive generation of random-feature subsets (here in combinations of four features) from the pool of available features and the evaluation of their classification capacity, in terms of binary linear classification (that is, SIRS versus sepsis, SIRS versus septic shock, sepsis versus septic shock).
The F-measures achieved with seven features from the weighted network are much better than those achieved with four features from the unweighted network, and almost as good as those using all features, which shows that the feature set from the weighted network is effective in improving the performance.
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Screenings tomorrow include two features from the Danish Film Institute.
We extract five features from the email header, namely "originator field", "destination field", "X-Mailer field", "sender server IP address" and "mail subject".
For the two objects not included in the CSLB data set, we selected six features from that set that applied to the target object and additionally created three new highly distinctive features.
His six features, from his 1996 debut Bottle Rocket through the near-perfect Rushmore and on to Fantastic Mr Fox, are characterised by an increasingly fanatical attention to detail comparable with Stanley Kubrick.
His seven features, from "As Tears Go By" (1988) to "Happy Together" (1997), blend sophisticated editing, pop cultural references, urban anomie, a surreal visual sense and frequently absurdist characters.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com