Sentence examples for backward sequential from inspiring English sources

Two strategies are presented, based on forward and backward sequential algorithms.

We estimate the performance of GE relative to three alternative methods of selecting or combining features that distinguish an epileptic gamma (∼65 95 Hz) oscillation from normal activity: forward sequential feature-selection, backward sequential feature-selection, and genetic programming.

This study used a backward sequential elimination algorithm to remove the state at each step with the smallest effect on the regression models.

These techniques included ordering SNPs by mutual information score and evaluating sets of top scoring SNPs, as well as performing forward and backward sequential searches [ 3].

This algorithm determines the ranking of the features based on a backward sequential selection method that removes one feature at a time.

Then, the sequential backward algorithm is applied in order to select the most relevant features.

Furthermore, two wrapper models, a Binary Search BSS) model and a Sequential Backward Search SBSS) model are utilized to minimize the number of relevant features.

Sequential backward and forward selections of variables were implemented to reduce the number of variables while maximising the accuracies, resulting in increased accuracies of κ: 0.72 and κ: 0.83 for the associations and aggregated categories using six and three variables respectively.

Sequential backward elimination (Jain and Zongker 1997).

The performance of this algorithm was also compared with other channel selection algorithms like SVM-GA, Sequential Forward Search (SFS), and Sequential Backward Search SBSS) algorithms.

The Sequential Backward Selection (SBS) is chosen in the selection procedure, in which the features are sequentially removed from a full candidate set until the removal of further features increases the criterion.