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And in order for it to grow faster very understandable rules are needed.
The Classification and Regression Trees (CART) turned out to be a useful approach; although alternative meta-method approaches performed equally well, the tree approach was chosen because of its intuitive and easy understandable rule-based decisions.
The proposed classifier finds out a few human understandable rules (fuzzy rules) using exploratory data analysis.
The main advantage of model trees is that, compared to neural networks, they represent understandable rules.
The proposed approach can also produce more reasonable and understandable rules and superlative results in modeling the land degradation susceptibility.
They want explicit, understandable rules about pay and benefits and other aspects of work, rather than obscure, improvised or arbitrary shifts in policy and practice.
Besides these findings, the proposed model can produce more reasonable and understandable rules, because the "if-then" rules produced by RST can model the qualitative aspects of human knowledge.
Progol is well suited to forming SARs for carcinogenicity as it is designed to produce easily understandable rules (structural alerts) for sets of noncongeneric compounds.
In this paper, small and linguistically understandable fuzzy rule bases were obtained from challenging high dimensional cancer data sets by using our proposed Multi-Objective Evolutionary Algorithms based Interpretable Fuzzy (MOEAIF) method.
Democrats were unfairly criticized for wanting clear, understandable new rules.
The main advantage of model trees, unlike the other soft computing tools, is their easier use and more importantly their understandable mathematical rules.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com