Sentence examples for weight of each feature from inspiring English sources

Next, engineers calculated the weight of each feature, or symptom, in each case.

Then, the GA searched the solution space and determined the optimized weight of each feature.

The weight of each feature was used to represent the importance of that feature in measuring similarity.

As we mentioned above, the TF-IDF method is used to calculate the weight of each feature word in each text.

Next, TF-IDF [1] method is used to calculate the weight of each feature of each text to transform the text into a feature vector.

The recognition of the substructures related to a high rank is facilitated by representing the weight of each feature with a color code, as it was proposed by Rosenbaum et al. [31].

Through adaptively manipulating penalty weights of each feature in regularization term, we are able to preserve the most informative features in the final model and eliminate less informative and redundant features.

The resultant feature space is the projection of the original data set over the covariance matrix eigenvectors, which constitutes the weights of each feature on the input space according to how much of the model's variability is explained by them.

An important output from the algorithm is the vector w, which contains the learned weights of each feature.

This has the advantage that the model is interpretable, directly from the weights of each feature, and the computational burden is low.

As a result, genes can be selected based on the weight value of each feature.