Sentence examples for use the feature selection from inspiring English sources

Then, we use the feature selection method to select the feature words that can symbolize the text categories, and merge the synonym to reduce dimensions.

To select terms for a given class, we use the feature selection algorithm in Figure 13.6 : We compute the utility measure as and select the terms with the largest values.

Another goal may be to use the feature selection as an aid in further discovery and learning about a particular biological process.

Using the feature selection methods previously discussed, we can select K of the M sensor locations.

For each value of k, we compute accuracy using the feature selection algorithm.

When the same prediction was performed using the feature selection P value of 0.01, the prediction result remained the same (Table 4).

This involved randomizing the labels in the training set, then running our entire cross-validation process using the feature selection and LASSO processes.

Instead of using the feature selection method [ 9], the SVM-LZ complexity pairwise algorithm is proposed to predict those remaining unpredictable sequences.

Two years later, another method in this area was presented by Hu et al. [ 22] using the feature selection approach and nearest neighbor algorithm.

In order to assess the importance (predictive power) of each feature for each of the three classification cases, we determined the most discriminative features using the feature selection algorithm of RF.

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.