Sentence examples for by the genetic framework from inspiring English sources

The results reported by the genetic framework are very similar and reliable compared to exhaustive framework.

This means that the results reported by the genetic framework were very similar and reliable.

Which are the learning schemes (data preprocessors, attribute selectors, learning algorithms) more frequently selected by the genetic framework?

The analysis of the standardized accuracy (SA) measure revealed that all best learning schemes selected by the genetic framework outperforms the baseline random guessing by 45 80%.

The analysis of the standardized accuracy (SA) measure reveals that all best learning schemes selected by the genetic framework outperform the baseline random guessing (models outperformed random guessing by 32-60% for MSA and 45-80% for MdSA of all evaluations).

Our data suggest that the processes leading to alterations in immune tolerance may be caused or sustained by the genetic framework, and, hence, support the rationale for therapeutical approaches targeting T and B lymphocytes in autoimmune disorders.

Tables 15 and 16 in Appendix D present a summary of the best performance of the genetic framework ordered by each dataset (DS), genetic configuration (C), and leaning scheme (LS) that includes the data preprocessing, attribute selector, and learning algorithm (DPxASxLA).

With the analysis of SA we can conclude that the estimations obtained with the genetic framework are better than those achieved by using random estimates.

The genetic framework performs as good as an exhaustive framework.

After that, we want to compare the genetic framework results with the exhaustive framework results in order to determine if our genetic approach presents similar solutions to the best solutions found by the exhaustive approach.

In all cases, the genetic framework reported better runtimes.