Sentence examples for optimising the features from inspiring English sources

This brief survey of two recently published molecular data collections indicates that each subject domain will benefit from specifically optimising the features of repository collections for its own needs.

When compared to the use of a genetic algorithm for optimising the feature selection of a PLS model, the WAAC algorithm performs well, both in terms of faster convergence and in its ability to produce models with fewer descriptors.

Although the WAAC algorithm is capable of simultaneously optimising the feature selection as well as the parameter values, in some instances it may be preferable to use the WAAC algorithm simply for feature selection and optimise the parameter values separately for each model.

The significant difference between our method and LR is the objective function used to optimise the feature weights.

The Steampunk features an impressive ability to integrate and optimise the signature features of the DNA collection.

In the future, the possibility of optimising the sensor characteristic and using a third illuminant invariant feature will be investigated.

lactis BFE 6049 showed the best potential and were thus selected for use as starter cultures in further trials with the objective to improve their technological performance and to optimise the sensory features of fermented milk obtained.

We used the WAAC algorithm to simultaneously optimise the chosen features and number of components in a Partial Least Squares (PLS) model.

Finally, we intend to optimise the reprojected feature stack in order to remove small motion artefacts which can appear with feature drift in the colour images.

Instead of directly optimising the classifier parameters based on feature values, the distance functions itself is trained and optimised.

While this phase enabled us to detect programming and data recording errors, the primary focus was on iteratively evaluating and optimising the performance of each individual feature prior to the expense of a full randomised trial.