Sentence examples for model evidence to from inspiring English sources

It might be dubious to invoke Occam's principle once more (after it has already been incorporated in the model evidence) to decide between models and only additional data should be used for final clarification.

Because the fMRI priors become part of the generative model, we use the model evidence to compare (i) multiple versus single, (ii) valid versus invalid, (iii) binary versus continuous, and (iv) variance versus covariance fMRI priors.

For example, in xOLM, Van Labeke et al. (2007) use each of the above in the learner model representation except rebuttal (the reason given is that the learner model evidence relates to abilities).

This means that maximizing the model evidence corresponds to maintaining an accurate explanation for the data while minimizing complexity [ 50].

He develops the Ripple Model of Evidence to analyze "unlucky circumstances" in scientific investigation; examines and refutes arguments for pessimism about the capacity of the historical sciences, defending the role of analogy and arguing that simulations have an experiment-like function.

The UK's information commissioner said yesterday that Facebook needs to overhaul its business model, giving evidence to parliament on the "unprecedented" data investigation her office has been running which was triggered by the Cambridge Analytica scandal.

According to her profile on Wikipedia, Mrs. Salahi was shall we say creative about her professional accomplishments (telling people that she had been a Washington Redskins cheerleader and a fashion model, all evidence to the contrary).

The model provided evidence to show that aromatase overexpression is sufficient to induce and maintain early preneoplastic and neoplastic changes that can be completely abrogated by treatment with letrozole.

Visual representations are used in many ways: as images, as models, as evidence to support or rebut a model, and as interpretations of reality.

Since the comparison of any competing models (including Bayesian vs. non-Bayesian models) is valid whenever these models are compared in terms of their respective model evidence with regard to the same experimental data, our framework should support formal answers to questions about whether aspects of human learning and decision-making are of a non-Bayesian nature (cf. [66]).

Furthermore, in vitro models provided evidence to support the role of cyclin D1b as an oncogene, fostering transformation of primary cells and cooperating with established oncogenes to drive tumor formation in vivo.