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The process is illustrated in Figure 4. Initially, as Figure 4(a) shows, we have a VSN composed of features from three sequences.
The subset is composed of features from the frequency-, the spatial- and temporal domain.
Most valuable panels of markers in concordance with previous predictions were composed of features with highest RR especially decreased elasticity which turned out to be the strongest marker of malignancy (Table 4).
Our third set, designated as SC_All, is composed of features that require extensive experimentation, in addition to all easily obtainable features, so that we could assess the impact of neglecting experimental data on our prediction accuracy.
Cognitive psychology studies have described pooling in illusory conjunction, which is the false perception of an object that is not present yet is composed of "features" from objects that are present (Prinzmetal, 1995; Robertson, 2003; Treisman, 1996; Treisman & Schmidt, 1982).
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The reference data are composed of feature vector time-sequence data that are obtained from spoken keywords.
It is composed of feature films, documentary films and shorts in the following formats: DVD / streaming video / videocassette (both VHS & U-matic) / LaserDisc / 16mm film.
The film and video collection is multidisciplinary and international in scope composed of feature films, documentary and short films on 16mm, laser disc, videocassette (both VHS and U-matic), and DVD.
A sample set for the training of the SVM is then composed of feature vectors that are labeled for gene pairs that interact and for those that do not interact.
The basic motif here for latent feature models, and this is only the simplest version of, really, a large family of models, is to imagine that objects are composed of different features, latent features.
The generation of 3D pharmacophore models resulted in ten hypotheses, of which seven models consisted of six features, two were composed of five features, and one of seven features, respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com