Exact(1)
This last point is indeed partially covered by the consolidation, but we can still hold in the consolidated model rules, with different antecedents or consequents, that come from different models and contemporarily match a record.
Similar(59)
The model rules were complemented with ecological characteristics of, and disease transmission between, individual foxes of a group.
But, Martin said, even these model rules "are being rethought," with an eye toward establishing more and clearer limits on the use of other drugs by trainers and veterinarians.
This is done by merging the models, combining rules with identical antecedent and consequent into a single, new rule.
In addition, modeling rules connecting phenotype with microRNA network may represent an important step on the path of the emerging field of "network medicine" [ 21, 58].
We also compared our model based on generalized rules with the model described by the domain expert rules 5 (cf. Table 13).
The model created 96 rules (52 rules with one item, 36 rules with two times and eight rules with three items) with support in the 50%–85% range.
Exploring Pareto dominance concepts, the approach generates a model composed by rules with specific properties.
This model generated nine rules with 71.29% ± 11.52% and 79.31% ± 13.25% for accuracy and precision, respectively.
This model generated six rules, with an accuracy of 66.62% ± 10.24% and a precision of 69.24% ± 9.35%.
This model generated 15 rules, with an accuracy of 61.33% ± 14.26% and a precision of 72.98% ± 14.64%, respectively.
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