This highlights the importance of the latter descriptors.
The latter descriptors were more positively received, and the qualities such as working well in a team were not well received.
The latter two descriptors are electrotopological descriptors: count of E-State descriptors of strength for potential Hydrogen Bonds of path length 4 and 10, respectively, which represent structural and chemical aspects of monomers.
In the latter group, descriptors are created through an empirically verifiable procedure and are based on observable learner behavior, including 'the data-based or data-driven approach,'empiricallyly derived, binary-choice, boundary definition scales,'scalingng descriptors' (Fulcher 2003, p. 92).
The latter include several weighted descriptors characterizing the intensity of cross talk between the metabolic pathways; they present a more realistic picture of network connectivity, distances, paths, and centrality at the higher organizational level of NIPs.
For this latter model, the analysis of descriptors contribution showed that the dipole moment, Hildebrand solubility parameter, dielectric constant and ellipsoidal ratio were able to capture up to 40% of variance of the solution-diffusion model residuals.
HOG and [Hist-Mean-Std] performed equally well and best, among the appearance-based descriptors, with the latter being preferable between the two due to its lower dimensionality (6084 versus 257).
Path (a) includes the two basic modules: 'feature extractor' and 'prediction system.' The former module yields a vector of numerical descriptors, which the latter uses to associate a quality score with the input signal.
Similarly to k-NN, KDE addresses data density, however the former focuses on local neighborhoods whereas the latter addresses overall data density across descriptor space.
The latter two ranked among the most selective descriptors, but were excluded because of their strong correlation with the most selective descriptor MFEahl index, in which the MFE is adjusted for hairpin length and GC-content [see Additional file 3].
