Experiments on high-dimensional microarray datasets were performed, and the best performance was obtained with our approaches compared with well-known feature selection methods for Support Vector Machines.
Overall, we assessed that the best performance was obtained after performing lumi-based QN + BMIQ or BMIQ alone.
The best performance was obtained when the impeller Reynolds number is superior to 10.
The best performance was obtained by the profiles with circular cross-sectional base.
The best performance was obtained after pretreatment by concentrated phosphoric acid, followed by NMMO.
The best performance was obtained on microreactors coated with Pt-FAU catalytic films.
The best performance was obtained for PVA modified UF foam with 1.5 wt.% added PVA.
The best performance was obtained using the 0.7 mm orifice plate and an adsorbent bed thickness of 50 mm.
The best performance was obtained with a cerium conversion coating, obtained in a two-step process, here named Ce1 coating.
The best performance was obtained with membrane composition 30% poly vinyl chloride), 67% acetophenone, 3% ionophore and 2 mL tetrahydrofuran.
The best performance was obtained when the ratio between the gas channels-electrode interface area and the active area is about 0.36.
