Sentence examples for different subsets of features from inspiring English sources

A correlation threshold is chosen heuristically in steps of 0.05 from 0.6 to 0.75 in order to select different subsets of features.

Many ensemble methods encourage diversity among their base predictors by training them on different subsets of data or different subsets of features.

We have tested our system on three datasets of fresco fragments, demonstrating that multi-cue matching using different subsets of features leads to different tradeoffs between efficiency and effectiveness.

Wrapper approaches evaluate different subsets of features and select the one with the best performance.

But, most feature selection methods are unstable in nature, i.e., for different training datasets, a feature selection method selects different subsets of features that yields different classification accuracy.

The union operation simply selects unique features from different subsets of features but it does not consider the redundant features in terms of prediction information or irrelevant features.

Each stream is represented by a different subset of features.

For a given dataset, different feature selection algorithms may select different subset of features and hence the result obtained may have different accuracy.

RFs works by first taking M bootstrap samples to grow an ensemble of decision trees each using a different subset of features.

The problem is that a lawlike boundary condition lacks many of the features we ordinarily attribute to laws, e.g., multiple instances, governing temporal evolution, etc., yet different accounts of laws focus on different subsets of these features.

Table 9 Classification results (AUC) using tenfold cross-validation and different subsets of the features on the labeled data Name Value (overline{{mathcal {F}}^*_1}) ({mathcal {F}}^*_1) ({mathcal {F}}_1) (S^3VM-R) 0.82 0.82 0.82.