Sentence examples for better model based on from inspiring English sources

Therefore, the generalized Birnbaum-Saunders GS-B2 distribution could be chosen as a better model based on AIC.

The model that has a smaller generalization error value is determined to be the better model, based on its higher predictive performance for the unknown data.

Better models based on maximum likelihood methods and known prior probabilities of larval character state changes will improve our understanding of the history of larval evolution.

Both revised SPA models fit the data slightly better than the assessment model (MSE 0.242 0.243 vs 0.257) and were better models based on AICC (Burnham and Anderson 2002).

We supplemented negatives with unlabeled excerpts from GeneRIF (6) records aiming for better models based on our prior experience on distant supervision, i.e. use existing resources to obtain weakly labeled instances for training machine learning classifiers (7, 8).

In fact, the performance of the best model based on the aminoacidic composition was 5% better than that observed in the model based on the three-dimensional structure of proteins.

As a result, a better CoMFA model based on common structure alignment obtains a conventional correlation coefficient r2 of 0.952 and a leave-one-out cross-validated coefficient q2 of 0.637, while the desirable CoMSIA model based on the same alignment rule acquires the r2 of 0.958 and the q2 of 0.677.

"Since these sites are bound to consist of members that are close-knit, these networks can expect to build a better advertising model based on peer-to-peer advertising," says Karthikeyan.

Averaging the predictions of these classifiers performed best and was significantly better than the model based on microarray data only.

The proposed model has the advantage of aligning local edges of noise-free images better than the model based on mutual information and total variation, and the free-form deformation model.

The present model is fully validated by experimental results and is much better than the model based on a periodic cubic array of full density primary nanoparticles, especially for higher densities.