9 Ferner et al 10 have proposed a more sophisticated classification, which identifies a range of features related to a drug's molecular structure, synthesis, pharmacodynamics, pharmacokinetics, delivery, pharmacogenetics and application.
It may be possible to improve performance further by making use of a richer set of features in a more sophisticated classification framework, including, say, the primary traces for sequencing reads and the full multiple alignment of reads used by the assembler [19].
Finally, our study shows how functional metabolomics can contribute to obtaining a more sophisticated classification of the disease as well as rational optimization of diagnostic and treatment options, as recently suggested by Bain et al. [4].
Another mechanism by which the COMM's statistical properties could potentially be improved is the use of a more sophisticated classification model.
The proof is based on the expansion in "nonbacktracking powers" of the Hamiltonian given by Chebyshev polynomials of H with corrections, due to the fluctuations of the absolute values of the matrix elements, that the authors control through a sophisticated graphical classification scheme.
We plan to extend this preliminary study using both more sophisticated classification schemes, such as the use of SVMs and a more comprehensive set of speech features, such as variations of our speech-rate measures, power, fundamental frequency measures, and temporal- and frequency-based rhythmic/modulation patterns.
The Naive Bayes can outperform more sophisticated classification methods, despite its simplicity.
To improve the diagnosis sensitivity of mediastinal lymph node NSCLC, more sophisticated classification strategy is needed and computerized machine learning algorithms could be of help.
More sophisticated classification arrangements were proposed by Pseudo-Geber (in the Geber corpus, c. 1310), Paracelsus (De Natura Rerum libri nonem, 1525 6; and later works), Basil Valentine (Conclusiones, 1624), and Boerhaave (Elementa Chemiæ, 1733).
These thresholds can be adjusted with the Somatic Mutation Viewer software provided with the OncoScan® assay, enabling more sophisticated classification of somatic mutation events.
