The phrase "as a set of samples" is correct and usable in written English.
It can be used when referring to a collection or group of samples in a specific context, such as research or data analysis.
Example: "The results were analyzed as a set of samples to determine the overall trends in the data."
Alternatives: "as a collection of samples" or "as a group of samples."
4. Now the landmarks are used as a set of samples on which a global shifting function can be interpolated.
We propose to approximate an unknown target distribution as a set of samples that compose the specialized dataset.
The proposed framework utilizes different strategies and approximates iteratively the hidden target distribution as a set of samples in order to learn a specialized classifier.
If we hypothesize that the posterior can be expressed as a set of samples p ( x t - 1 ∣ Z t - 1 ) ≈ 1 N s ∑ i = 1 N s δ ( x t - 1 - x t - 1 ( i ) ), (5).
The term "subset" in this case must be understood as "a set of samples under the same condition".
Intuitively, we can think of datasets as a set of samples out of a larger space; for example, a circle inscribed within a square gets most of the area, leaving only the corners out.
The impact of integrative, multi-dimensional analysis on gene discovery is observed at two levels: (i) within an individual sample as well as (ii) across a set of samples.
As mentioned above, each sensor is modelled as a set of sampling points (detectors) arranged relative to the agent.
Finally, all counts (plain and modifications) can be downloaded for further analysis as separate files as soon as the processing of a set of samples is complete.
Alternatively, GeneSign can extract relative signatures, using as reference populations a set of samples selected by the user.
Given a set of feature correspondences tracked through an image sequence, the joint posterior distributions of both camera extrinsic and intrinsic parameters as well as the scene structure are approximated by a set of samples and their corresponding weights.
