Sentence examples for measure of variable from inspiring English sources

In particular, to define solution performance scattering, the fuzzy entropy is used as a global measure of variable dispersion.

A measure of variable importance was estimated by taking a scaled composite of the importance scores outputted by random forests.

Second, we identified the most important metrics based on the Model Improvement Ratio (MIR), a standardized measure of variable importance [51, 52].

The ratio of nonsynonymous to synonymous substitutions, dN/dS, which is a measure of variable Darwinian selective pressures, was estimated by maximum likelihood from the PEG11 coding sequence alignment using the codeml program from PAMLv4 [49].

RF present many advantages with respect to other non-linear machine learning methods, such as neural networks, since they usually yield high performance, are robust to over-fitting, can handle a large number of variables, and provide a measure of variable importance.

Classifiers were optimized on a training sample, and they were used subsequently to rank the 49 items according to a permuted measure of variable importance.

Also I find using a dichotomous measure of variables involved (low/high) rather crude.

There are several available measures of variable importance.

In addition to providing a classification algorithm and measures of variable importance, RF++ accommodates cluster correlated data in a manner that is consistent with the data's structure.

The intervention will usually include counselling measures of variable intensity".

Random forests return several measures of variable importance.