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We try to generate a rule (line 12).
It can additionally generate a rule set that is more complete than C4.5 and ILA.
At the initial stage, C4.5 is applied to a classification problem to generate a rule set.
Whenever none of the children of a node does generate a rule, the node itself tries to generate a new rule (lines 14 19).
The method used in this study allowed a classifier model to use a portion of data in training to generate a rule, which was then validated on a test data set, providing an unbiased model with greater accuracy.
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Machine learning (ML) algorithms use the results of the neural networks to automatically generate a rule-based description.
Only in today's regulatory climate could such a simple idea become so complex, generating a rule whose preamble alone is 215 pages, with 381 footnotes to boot.
To this end, the case study on generating a rule set for predicting the spinnability in the fibre-to-yarn production process will be presented.
The differentiation of the level-set condition (7) generates a rule for the evolution of the interface according to dot{x}_{i}(t) = -frac{1}{z(x_{i}(t),t)} int_{-L}^{x_{i}(t)} partial _{t} z y,t), mathrm{d} y,quad i=1,2.
In Section 1, we informally sketched the central thought of the RTT, namely, that we can use the T-biconditionals to generate a revision rule — a rule for revising a hypothesis about the extension of the truth predicate.
We sampled runs every 50 generations and used a burnin of 500 trees to generate a majority rule consensus tree (i.e. phylogram).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com