The phrase "a single functional form" is correct and usable in written English.
It can be used in contexts where you are discussing a specific model, equation, or representation that serves a particular function or purpose.
Example: "In our analysis, we will focus on a single functional form to simplify the calculations and improve clarity."
Alternatives: "one functional representation" or "a unified functional model".
Third, we used only a single functional form, a logarithmic curve, to describe all our distributions.
Also, other works on viscosity prediction a stand-alone ML technique or hybrid systems have mainly adopted a single functional form (Elsharkwy and Gharbi 2001; Ghorbani et al. 2016; Hemmati-Sarapardeh et al. 2016).
We selected only a single functional form to use throughout the analysis because we wanted to have a common standard metric for our comparisons that was simple to interpret.
This paper aims to solve the problem of local minima by using ensemble model rather than a stand-alone SVM and the problem of preferential adoption of a single functional form by using different functional forms found in the literature for the prediction of oil viscosity.
A single functional form is used for both larval dispersal and adult movement, providing a comparative platform for evaluating which process has a greater impact on persistence and harvest.
This result is in good agreement with recent measurements of the same effects in populations of the bacteriophage ΦX174, where, moreover, the distributions of beneficial and deleterious fitness effects follow a single functional form [ 6], as obtained here.
Therefore a simultaneous optimization algorithm is proposed to develop an accurate but compact engineering EOS for wide range of fluids with one single functional form.
Hybrid computational intelligence is the branch of machine learning theory that studies the combination of two or more CI techniques to cooperatively work together to form a single functional entity for better performance (Tsakonas and Dounias 2002; Guan et al. 2003).
The system is defined more accurately as the set of membranes that form a single functional and developmental unit, either being connected directly, or exchanging material through vesicle transport.
Anatomically, the population of POMC neurons does not form a single functional unit.
Building on this topological classification scheme, recent functional connectivity studies [22] have suggested that brain regions with high centrality may either link to other regions within a more local neighborhood (i.e. likely forming a single functional cluster) or interconnect to regions over longer distances (i.e. likely members of different functional clusters).
