Incremental and Non-incremental Learning Learning from Examples Machine Learning Common Sense Reasoning Inductive Inference Good Diagnostic Test Lattice Theory
Issue Date:
2005
Publisher:
Institute of Information Theories and Applications FOI ITHEA
Abstract:
An approach is proposed for inferring implicative logical rules from examples. The concept of a good
diagnostic test for a given set of positive examples lies in the basis of this approach. The process of inferring
good diagnostic tests is considered as a process of inductive common sense reasoning. The incremental
approach to learning algorithms is implemented in an algorithm DIAGaRa for inferring implicative rules
from examples.
