The phrase "as a baseline model" is correct and usable in written English.
It can be used when referring to a standard or reference point for comparison in research, analysis, or modeling.
Example: "We will use the existing data as a baseline model to evaluate the effectiveness of the new approach."
Alternatives: "as a reference model" or "as a standard model".
This model is, therefore, recommended as a baseline model.
For instance, Ptolemy II provides a Discrete Event (DE) director that can be used as a baseline Model of Computation (MoC) for the composition of accessors.
A set of closure relations has been collected at the Helmholtz-Zentrum Dresden-Rossendorf that represents the best available knowledge and may serve as a baseline model for further investigations.
Model 1 serves as a baseline model and highlights the significance of treatment time in predicting the LII.
The first step of the regression model included age, gender, and other control variables and was used as a baseline model.
The Arithmetic Average Model (AAM), which predicts the same value (the arithmetic mean) for all compounds, was used as a baseline model for comparison.
The CFI, GFI, and NNFI measure how much better the model fits as compared to a baseline model in which the observed items are assumed to be uncorrelated.
Since the AIC differences is relatively low, and the prediction RMSE not only have smaller differences but also it is unavailable in a realistic case, we will henceforth use the model with smallest fit RMSE that is ARIMA 2,1,2)–as a baseline univariate model for further comparison.
We considered the DNAcopy circular binary segmentation model of Venkatraman and Olshen (2007) as an unsupervised baseline model and compared its performance with SegAnnDB.
We consider the FlashLinQ specification by Qualcomm Inc. as a baseline system model for our simulation, which is described in Section 2[13].
With the UAE design taken as a baseline, the model is used to evaluate three proposed options for improving performance.
