Sentence examples for models as outlined from inspiring English sources
Based on this, only typical methodologies for avoiding over-fitting occurrences and maintaining high generalization ability were considered in this work (e.g. selecting appropriate training algorithms for the employed ML models, as outlined in the sequel; setting not too strict termination criteria during training; etc).
This has been explored in more detail in pre-clinical models, as outlined below.
The model was adjusted for patient and physician characteristics using multivariate GEE models, as outlined previously.
Studies need to encompass clinical samples, cell culture studies and proof of concept mouse models as outlined earlier.
The statistical approach may also have contributed positively given the benefits of structural equation models as outlined in the Introduction.
The current set of analyses attempt to assess the effect of insurance on health care utilization and on subsequent payments for care by means of econometric estimation of three separately specified models as outlined below.
We used a generalised linear modelling framework as outlined in Dias and colleagues 29 to do a network meta-analysis.
We have introduced the new E3 model, as outlined here, to chemical engineering students, with an integrated approach to translate 'generic' common-sense pollution prevention strategies (design, operation) into definite problems where engineering science can be put into action.
The characterization of the hydraulic head and transmissivity reference fields is better when the modeler estimates correctly the measurement error variance and takes into account the measurement errors in the modeling as outlined in the paper.
The key to the new model, as outlined in a new paper, "Picking Winners: A Framework For Venture Capital Investment," by MIT Sloan Prof. Tauhid Zaman and doctorate student David Scott Hunter, is estimating the volatility of startup investments combined with the "drift" of latent valuations as each round of funding unfolds for startups.
Nevertheless, the data can be fitted rather well with one model, as outlined above.
