scholar.google.com › citations
Instead of focusing on the minimal rule set, this algorithm hierarchically extracts rules in multistages from data sets to suit changing environments in ...
People also ask
What is the process of rule induction in classification?
What is rule induction in soft computing?
Bibliographic details on A Multistage Rule Induction Algorithm in Classification.
In this paper, a multi-stage approach of mixed rule learning is proposed, which involves strategic combination of both traditional and fuzzy approaches.
This paper presents RULES-5, a new induction algorithm for effectively handling problems involving continuous attributes. RULES-5 is a 'covering' algorithm ...
This method presents an alternative 3-step method to classify categorical, binary, and continuous data by taking advantage of algorithms for data mining ...
Mar 1, 2024 · This study proposes a novel Concise Algorithm, designed to effectively remove irrelevant conditions from classification rules.
There exist many rule induction algorithms, we will discuss only three representative algorithms, all inducing discriminant rule sets. The first is an example ...
Abstract: This paper presents RULES-5, a new induction algorithm for effectively handling problems involving continuous attributes. RULES-5 is a 'covering' ...
RULES (RULe Extraction System) is a family of inductive learning algorithms that follow the rule induction approach.
Jun 1, 2024 · A rule induction algorithm is an inductive logic programming algorithm that produces a rule-based model.