Sentence examples for application of supervised from inspiring English sources

The classifier is developed on the basis of application of supervised structures of neural networks.

We present considerations and recurrent challenges in the application of supervised, semi-supervised and unsupervised machine learning methods, as well as of generative and discriminative modelling approaches.

The scope of the research presented here is the application of supervised learning algorithms to contemporary computer music composition and performance.

In our generative-embedding approach, we used parameter estimates from a dynamic causal model (DCM) of a visual parietal prefrontal network to define a model-based feature space for the subsequent application of supervised and unsupervised learning techniques.

The application of supervised text categorization strategies for requirements expressed in natural language has been proposed in several works as a method to help analysts in the detection and classification of NFRs concerning different aspects of software.

This work endeavors to gain a deeper knowledge of the human factors surrounding the application of supervised learning to these types of problems, to make supervised learning algorithms more usable by musicians, and to study how supervised learning can function as a creative tool.

But the applications of supervised learning are innumerable, and machine learning has become a standard developer tool — so ambitious and unique applications of AI are encouraged.

Applications of supervised machine learning methodology continue to grow in the biomedical literature.

In applications of supervised statistical learning in the biomedical field it is necessary to assess the prediction error of the respective prediction rules.

This enables any potential issues, such as unusual observations, to be investigated prior to application of a supervised method.

In any case, the homes of the participants were located in city and in country areas, some hundreds of kilometres from the clinic, so application of a supervised exercise regime would have been impractical.