Sentence examples for performance of the learning from inspiring English sources

The performance of the learning methods described above for binding site and CaM binding prediction was analyzed using a number of feature representations which are presented next.

In wrapper methods [ 26- 28] the relevance of a feature subset is determined according to prediction performance of the learning algorithm itself, though variable selection and training are two separate processes.

In many applications of genomic predictors, there are a number of examples of the so-called selection bias [ 40], meaning that the cross-validation is used to estimate the performance of the learning algorithm only, but not the preliminary feature selection done on the whole data, therefore leading to information leak and grossly over-optimistic results.

We explored the performance of the learning process varying the training steps from 2000 to 10000.

An effort is made to improve the performance of the learning machine described in Part I, and the over-all effect of various changes is considered.

Web-based and online learning has an important role in facilitating and improving the performance of the learning at the universities.

The more accurate each base classifier and the more diverse different base classifiers, the better the classification performance of the ensemble learning.

The experiment evaluated the classification performance of the SVM learned by the proposed features.

Dorsolateral lesions were also without effect on performance of the preoperatively learned strategy implementation task.

We compared the performance of the classifiers learned by the classical and proposed features to demonstrate the quality of morphological features that are proposed to diagnose PDAC.

In particular, we should be determining the performance of algorithm learning from the data relative to the performance using well-chosen priors.