Sentence examples for informative set of features from inspiring English sources

We extract information about the investigated molecules from various data sources to obtain an informative set of features.

2. Good classifications contain classes carefully selected to have the maximally informative set of generalizable features common to all the class instances.

These families may represent an informative set of individuals suitable for quantitative trait linkage analysis.

Integrating feature selection with intrusion detection has shown to be a successful approach since feature selection can help in selecting the most informative features from the entire set of features.

Ernst (2008) analyzes a set of features to derive informative priors for TFBS prediction, using logistic regression-based classifiers for the choice of each feature.

The main goal is to choose a small set of features that are sufficiently informative while keeping the model simple and generalizable.

For each of the 1,000 non-informative permutations of labels in the training set, permutation classification accuracies for every set of features were computed, and the best permutation accuracy over the subsets with different numbers of voxels was recorded.

We believe that the substantial smaller set of features that our method selected, compared to the other methods, provides a more focused and informative subset of features for further studies.

However, miRNAs have distinct set of features.

Xi is the feature value set of feature i.

It means that these two sets of features may be considered as informative time-based predictors on this dataset.