Sentence examples for reduced feature set from inspiring English sources

This motivates us to derive a reduced feature set for prediction.

Discrete Wavelet Transform (DWT) was utilized as a feature extraction methodology to extract the reduced feature set from the input ECG signal.

To test the performance of the final subset of features, classifiers including linear discriminant analysis (LDA) and support vector machine (SVM) are employed to classify the reduced feature set of the two groups.

An artificial spike train, especially designed to test the specificity and sensibility of sorting procedures, was used to assess the performance of the WSC method as well as of methods based on principal component analysis (PCA) and reduced feature set (RFS).

Overall, the introduction of SPC in Hidost reduced feature set drift by around 50%%.

Finally, its greatly reduced feature set dimensionality enables its efficient application on very large datasets.

As Section 4.3.3 shows, SPC is effectively used to reduce feature set drift in Hidost.

The accuracy of the committees utilizing the reduced feature sets was higher than those exploiting all the original features.

To assess the benefit of the feature selection process, we compared the performance of the full feature set and the reduced feature set-based classifiers for the cases of HRV (Table 3), EEG (Table 4), and the combined EEG HRV (Table 5).

Performances using reduced feature sets (proper to each algorithm and embedding rate) are first compared in Table 1.

We used the seventeen reduced features-sets as the input for seventeen homogenous classifiers.