Sentence examples for performance of learning from inspiring English sources

Experimental findings endorse that the employment of feature selection enhances the performance of learning model.

So by removing less important and redundant data, the performance of learning algorithm could be improved.

The first attempt to characterize datasets for evaluating the performance of learning algorithms was made by Rendell et al. [24].

Kernel trick improves largely the performance of learning system including recognition, clustering, prediction through the nonlinear kernel mapping from the input data space to output data space.

We show here how to obtain deeper insight into the comparative performance of learning methods through a complementary parametric approach to data analysis.

At the same time, our methods allow direct comparisons between the performance of learning algorithms in different experiments, since no randomness is present.

Experimental results show good performances of learning algorithms and set them as a solid alternative to the computationally intensive and complex to implement geometrical techniques.

This approach recognizes possible variations in the relative performances of learning algorithms across studies or fields of application.

Figure 15 shows the performance gain of learning in the case of partial observations.

Assessment strategies need to be developed to enhance and support learning as well as reliably measure performance with evidence of learning having taken place [ 29, 30].

Nevertheless, in a future study, we intend to investigate the performance of machine learning methods for discriminating perimetric and preperimetric glaucoma.