Sentence examples for use of prior knowledge from inspiring English sources

This allows us to identify conditions when the use of prior knowledge can improve the prediction accuracy.

To facilitate the use of prior knowledge, a hierarchical form is designed to provide a straightforward way to integrate prior knowledge into the traffic estimation model.

We demonstrate that a Bayesian approach (the use of prior knowledge) can produce major gains quantifiable in terms of information, productivity and accuracy of each experiment.

Use of prior knowledge, in the form of a prior distribution on an uncertainty class of feature-label distributions to which the true, but unknown, feature-distribution belongs, can facilitate accurate error estimation (in the mean-square sense) in circumstances where accurate completely model-free error estimation is impossible.

Such experiences typically require a sequence of lessons over days and perhaps weeks to complete and, importantly, also require the use of prior knowledge.

Therefore, the proposed technique makes use of prior knowledge given by TB experts to generate a customized template database specific for TB cavities.

The benefit of using of prior knowledge within a Bayesian learning framework is found to be limited to conditions of small gene expression data size.

We wittingly have not grouped the methods based on the used type of prior knowledge.

In contrast to supervised machine learning, unsupervised learning such as cluster analysis can be used independently of prior knowledge to find groups within data.

SUCCEED 3-point scales  Do not use; use and counts towards student grade; use and does not count towards student grade Have you used pre-tests of prior knowledge?

Non-informative priors were used for the present examples and simulations but informative priors can be used in case of prior knowledge on the marker distributions.