The phrase "attributes instead of" is correct and usable in written English.
It can be used when comparing two different qualities or characteristics, indicating a preference for one over the other.
Example: "We should focus on skills and attributes instead of just academic qualifications when hiring new employees."
Alternatives: "qualities rather than" or "characteristics in place of".
In this paper, the attributes, instead of the objects, are to be clustered.
By this modelling approach, it is shown how the focus of product configuration can be shifted to identification and definition of attributes instead of modules and components.
We show how to represent a set of web browsing behaviors using sequence-order-independent attributes instead of web page request sequences.
The CRS equation is described by three parameters α, RN, and RNIP, (known as kinematic wavefield attributes) instead of one parameter for classical CMP stack (Mann 2002).
The CM method was originally developed from conjoint analysis, but differed from typical conjoint methods in terms of asking respondents to select one alternative from choice sets of attributes instead of ranking or rating them.
By contrast, the idea briefly discussed in Section 6.3, that is, where the RP requests confirmation of specified attributes instead of asking for the attribute values, should be seen as an alternative to the SIT-based scheme in Section 4, rather than something that complements it.
F3 only considers the number of examples discriminated by the most discriminative attribute, instead of all the attributes.
This is shown in Fig. 2: the student has modelled 'Isbn' as a simple attribute instead of a key attribute so the prompt is asking about the basics of simple attributes.
When role based or attribute based access controls are used, then the delegator may delegate a role or attribute instead of a privilege, since privileges are assigned to roles and attributes.
Moreover, BayesNet replaces any missing value with the median value from the training set for the corresponding attribute, instead of ignoring this value as AODE does.
However, this algorithm requires a categorical target attribute instead of a continuous one.
