Sentence examples for in terms of generalisation from inspiring English sources

Thus in terms of generalisation, in our illustration h0 > h1 > h2 > e2.

All the parsimonious gene sets of four filters in terms of generalisation error rate are provided in Additional file 2: Table S2.

Limitations include caution in terms of generalisation to other populations not voluntarily admitted to treatment for IPV, and risk of ignoring symptoms not covered by a clinical structured interview.

The results of this study cannot be seen as representative of the Javanese population in terms of statistical generalisation, yet they do reflect the Javanese condition, especially in Yogyakarta City.

Barbini and colleagues [ 8] and Cevenini and colleagues [ 9] compared different models in predicting ICU morbidity after cardiac surgery and found the Bayesian and logistic regression models to be superior to artificial neural network, scoring systems and k-nearest neighbour in terms of discrimination, generalisation and calibration for this particular task.

Although this increases the computational requirements of the NN learning process, benefit is obtained in terms of higher levels of generalisation.

Instead of an account of generalisation in terms of necessary and sufficient conditions (e.g. an object x is a Quadrilateral if and only if it is a geometric shape with four sides), Ponsen et al. (2010: 6), in a discussion of computer science, allow for "a weaker definition of generalisation [that] states we have good evidence that all [objects] behave in a similar way".

Previous neuroimaging studies have used k-fold cross validation procedures to provide unbiased estimates of generalisation in terms of feature selection, model comparison, or classification accuracy.

Moreover, the investigated models have also been evaluated in terms of accuracy, required parameters, generalisation capability and complexity.

Motivated by Aujla's work [18] on the matrix convexity of functions of two variables, Hansen [19] characterised operator convex functions of two variables in terms of a non-commutative generalisation of Jensen's inequality (cf. [19, Theorem 3.1]).

Results were used to test predictions of the constitutive model proposed earlier (Buckley, C. P. and Jones, D. C., Polymer 1995, 36, 3301), which expresses flow in terms of a three-dimensional generalisation of the Eyring rate process.