Sentence examples for efficient selection methods from inspiring English sources

The major drawbacks of using yeast include its lower transformation efficiency and its restriction to less efficient selection methods compared to those originally developed in E. coli.

Similar to what has been achieved with nucleic acids, directed evolution of proteins would be greatly facilitated by the availability of large libraries and efficient selection methods.

Although tremendous achievements have been made for the improvement of many agronomic traits in rice in the last three decades, much less progress has been obtained for quality traits due to the lack of simple and efficient selection methods in rice breeding.

Based on a linear mapping from acoustic features to user preferences, we investigated efficient feature selection methods and formulated the learning problem as the online maximization of the expected user utility.

Furthermore, efficient variable selection methods, such as least absolute shrinkage and selection operator, least angle regression and forward selection, have been effectively incorporated into the improved model for the determination of regression coefficients.

Many research efforts have been directed in the last two decades towards developing efficient feature selection methods [ 22- 25].

In order to overcome problems caused by high dimensional input spaces, accurate and efficient gene selection methods are critical.

While this wrapper method is time consuming, nowadays, the scale of data sets is increasing rapidly, so efficient feature selection methods need be developed.

Finally, a fast and efficient mode selection method is introduced to select the one that can produce shorter code length out of the two modes for each chain segment.

An efficient feature selection method LASSO is performed in the input space with the regularization parameter selected by Cross-Validation.

Another simple and computationally efficient frame selection method is position sampling (PoS).