Sentence examples for build a classification rule from inspiring English sources

Therefore it is not surprising, that when attempting to build a classification rule using the nearest shrunken centroid algorithm on replicate-1 and testing this rule on replicate-2, all samples are classified correctly.

However, analysing the decision tree built by J48, we found a path in the decision tree corresponding to a classification rule which is a good predictor of ageing-related DNA repair genes.

For each split, we used the training set to build the classifier that includes (1) reduction of the variables, (2) optimization of a hyperparameter C and (3) determination of a classification rule.

Any model can be used to define a classification rule.

The operating characteristics of a classification rule can then be calculated: ∘ Sensitivity measures how well the classification rule predicts which patients would gain substantial weight.

A classification rule to classify the three tumor grades is also constructed.

A classification rule can be then defined taking sign(f(x)) = sign(⟨x,β⟩).

Bagging Classification and Regression Tree were used to select the optimal attributes and to build the classification rules sets.

In parallel the same set of variables were analysed using a classification tree algorithm in order to build classification rules.

Following our effort to revise sponge classification as we construct new molecular phylogenies [35], we followed the principles of phylogenetic nomenclature under the rules of the PhyloCode v.4c (http://www.ohiou.edu/PhyloCode/) to build a phylogenetic classification based on our results.

We tested the performance of this novel formulation in several simulation scenarios and demonstrated that by postprocessing the rich output of the Bayesian space time model, we can build classification rules that have good operational characteristics to detect "atypical" areas.