Sentence examples for levels of generalisation from inspiring English sources

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

"You will always have a level of generalisation.

Hypotheses can be ordered according to their level of generalisation.

Comparing the level of generalisation between hypotheses of different types is not trivial and in some cases impossible when the underlying molecule attributes are not directly comparable.

Their breakdown allows for a more dynamic and comprehensive account of FRP development, while also incorporating heterogeneity and allowing for a certain level of generalisation.

Once the hypotheses have been generated we can organise them into a hierarchical structure that captures the different level of generalisation of the knowledge.

Example based hypotheses usually provide a very poor level of generalisation but they represent experimental evidence which makes them extremely valuable.

The movement to the wider level of generalisation also returns the spectator to the particular, since generalisation enables an understanding of what is singular about a work by locating it within a broader background.

Different reference datasets may induce different hierarchies of hypotheses; this reflects the fact that the level of generalisation is not intrinsic to a hypothesis but depends on the chemical space in which the hypotheses are applied.

The models presented in essence provide a means of reverse engineering to the heuristic problem of NN design, in that given the variable parameters of a network architecture and its associated optimal learning performance based on the training data, an indication can be given as to when the network should stop training in order to provide the maximum level of generalisation.

Data analysis was carried out autonomously by three researchers, by means of successive steps, each of which represents an increasing level of generalisation: Each researcher identified all propositions held personally to be significant, without considering their relations with other parts of the text, accompanying them with his own comments.