Sentence examples for modelling training from inspiring English sources

The Shape fully automated conformation prediction can be used by scientists who lack significant modelling training, and performs well on computing hardware such as laptops and desktops.

Recordings from a previous experiment using psychophysiological markers (Heart Rate Variability and Task Load Index) as inputs with an output performance marker (Time In Range) were used for offline modelling training and validation.

The National Chagas Programme played an essential role in facilitating changes with adequate distribution of responsibilities, participatory modelling, training and, evaluation and advocacy.

In combination with the modelling train, simulations of expected effects of both the type and location of different abatement scenarios can be made, and the results can be used to optimise measures on a basin scale.

To estimate these quantities in the training modelling phase we consider a Bayesian probabilistic approach.

To remove these confounding targets, the training modelling phase (based on these 92 genes) was robustified as follows.

A more detailed description of the training modelling phase is given in section 3 of the supplementary information.

Bayesian inference in the training modelling phase was performed by Markov chain Monte Carlo (MCMC) techniques [ 44] where all the above unknown quantities were inferred using suitable MCMC updates.

Using Bayes' rule this probability is (4) p (x ∗ | y ∗, Y ) = p (y ∗ | x ∗, Y ) p (x ∗ | Y ) ∑ x p (y ∗ | x, Y ) p (x | Y ), where Yindicates the data used in the training modelling phase.

In this study we experimented with a straightforward approach to ensemble modelling, where we train a logistic regression model [ 36] on predictions of all 11 tested causal orientation methods (i.e., the input features consist of the differences in scores/p-values between forward and backward models).

In the proposed models, regardless of the training algorithm used, some modelling parameters remain the same.