Sentence examples for induced rules from inspiring English sources

As a consequence, the new algorithm named FLRC-MD shows better classification results and more generalization and it will lead to generate fewer induced rules.

As a point of reference, we also induced rules based on domain-specific global structural similarity in terms of orientations and connectivity of the main secondary structure elements (CATH fold, see Materials and Methods) [33].

TRH induced rules and did the comparison with clustering.

The sets of induced rules were used to construct component classifiers in variable consistency bagging [ 28, 29].

Consequently, decision trees are more useful than induced rules for making clinical decisions [ 16].

The two next columns contain the most important information: the "if" and "then" clauses of the induced rules.

Given a set of examples, a learning program tries to induce rules that describe each class.

We propose EDER-SD (Evolutionary Decision Rules for Subgroup Discovery), a SD algorithm based on evolutionary computation that induces rules describing only fault-prone modules.

In this work, we present a data mining approach to induce rules extracted from static software metrics characterising fault-prone modules.

The rough set theory [27], [28] constitutes a mathematical framework for inducing rules from examples.

A genetics-based machine learning technique uses the reduced alphabet to induce rules for protein structure prediction features.