Sentence examples for model combination approach from inspiring English sources

We used a model combination approach where the two models have many differences.

The CASP8 official evaluations have statistically shown the good performance of our model combination approach.

Both of them were ranked first among all human and server predictors, which clearly indicates its strength, and further highlights that the evaluation guided model combination approach can effectively select and refine low-resolution models generated on hard FM targets.

Finally, MULTICOM used a model combination approach (Wang et al., 2010) to integrate each selected model with other similar models in the model pool to generate its refined model.

This indicates that a well-implemented model combination approach tends to achieve better (or at least similar) performance than (or as) the best base predictors (i.e. those that only implement the first four steps of our pipeline).

For a given skull, the craniofacial reconstruction is a model matching procedure, in which the coefficients of the deformable model are adjusted iteratively and the model combination skull approaches to the given skull gradually.

Following a previous successful European commission funded project, a project named 'meta-learning assistant for providing user support in machine learning and data mining' (METAL 2002), investigated model selection and combination approaches.

Some examples of backend approaches are Parallel Model Combination (PMC) [5] and model adaption algorithms, such as Maximum Likelihood Linear Regression (MLLR) [6] and Maximum A Posterior probability (MAP) based adaptation [7].

Our model combination runs succeeded in providing higher recall, and we found our approach of preparing and combining multiple CRF models and post-processing to be effective overall.

The combination approach tends to reduce the risk of choosing the wrong hypotheses for formulating the prediction models.

Language Model Combination and Adaptation Using Weighted Finite State Transducers.