The phrase "and optimize the model" is correct and usable in written English.
You can use it in contexts related to data analysis, machine learning, or any scenario where improving the performance of a model is relevant.
Example: "We need to analyze the data thoroughly and optimize the model to achieve better accuracy in our predictions."
Alternatives: "and enhance the model" or "and refine the model".
In the end, a case study is given to justify and optimize the model.
Moreover, it enables us to investigate the intrinsic relationship between the model parameters, identify possible degeneracies in the parameter space, and optimize the model by eliminating model redundancies.
The model developed in this study is supposed to be applied to the design, preparation and screening of new compounds of similar structure in order to further test and optimize the model with the eventual goal of preparing new anti-tubercular agents.
Thus, the original SVMRank cannot take into account and optimize the model for the different importance of the rank scores.
In the above example, developers can import the PyTorch-based CNN model in Apache MXNet and use it for inference without the need to train and optimize the model.
Experienced data scientists can go multiple levels deeper than a business analyst to customize and optimize the models.
The orders of the models m, l, and k are selected by searching for the optimum state-space model having the smallest AIC (Akaike, 1973) value, which is obtained by maximizing the likelihood of the model and optimizing the model parameters.
The program SWISS-PDBviewer in conjunction with the SWISS-MODEL server (http://www.expasy.org/spdbv/) was employed for building and optimizing the model.
Prior to model export P roM oT validates and optimizes the model.
Additional covariates tested when adapting and optimizing the model for children included age, gender, bodyweight, indication, time since treatment start, dose, and CYP4F2 genotype (tested as allele effects).
At the same time, we are attempting to develop software that is good for the visualization of biological complexity, software that can automate the process of building and optimizing the models.
