Sentence examples similar to optimizing feature set from inspiring English sources
The Relief method is also supervised, but does not optimize feature sets directly for classifier performance.
"We've designed a chip that has been optimized for IoT, selecting an optimal feature set that will be useful for this market (e.g. hardware multithreading)," he adds.
The principal component analysis (PCA) is a mathematical procedure that optimizes the feature set by eliminating redundant attributes.
A combinatory examination of 216 SVM parameter sets across the 8 feature methods (Table S2) suggests that first, not unpredictably, it is possible to de-tune effective parameters and produce less effective SVM models and second, the same general parameters optimized under the PSBC feature set produce maximally (or nearly so) predictive models under other feature sets.
Using the feature selection techniques to optimize the feature set can not only enhance the prediction accuracy but also provide useful insights for in-depth understanding of the action mechanism of conotoxins.
By gradually increasing the size of feature retention, one can empirically optimize the number of features for classification/prediction. Lastly, a 'global (most important) feature set (S FFS )' is created, which is the union of the retained feature sets from all three settings.
Feature set NoLyr, set AllInst, SVM.
We term this feature set as frequency-based feature set.
These feature sets only used one feature.
