The phrase "as a single predictor" is correct and usable in written English.
You can use it when discussing the role of one variable or factor in a predictive model or analysis.
Example: "In this study, we examined the impact of temperature as a single predictor of plant growth."
Alternatives: "as an individual predictor" or "as a sole predictor".
The availability of a wide variety of molecular descriptors and small training sets comprising compounds structurally similar to the target enables the detection of one, dominant descriptor, which is well correlated with a particular property and is sufficient to serve as a single predictor for this property.
NDVI was thus selected as a single predictor for the final model.
We first specified factor scores obtained from Mplus indicating MtL as a single predictor of participation in further education.
We employed two types of estimated CC as a single predictor variable in separate models to estimate AGB.
As noted, we estimated AGB first using either ( {hat{CC}}_{mathrm{VERT}} ) or ( {hat{CC}}_{mathrm{HEMI}} ) as a single predictor variable using three models.
Similarly, the total DAI-10 score (OR = 1.08 [1.10] 1.10], p < 0.001) turned out to be significantly associated with compliance as a single predictor.
marginal plots (improvements of the GBM model as a function of a single predictor [29]) of the covariates from the full models suggest a set of interactions between HCSNSG and ln seed mass) and between log years) and both HCNSG and ln seed mass) in the weed and noxious models (Figure S2).
aOccurrence of postoperative delirium was modeled as a function of a single predictor.
For computing variance explained, the situation is the same as if we had a single predictor with a single regression weight that for some reason can be split into two parts.
A single predictor such as age, might ultimately be represented by many indicator variables for different break points and many indicators for interaction effects.
A regression analysis with a single predictor is represented as Figure 2.
