Glossary

Commonsense Reasoning in AI refers to the ability of a system to interpret everyday situations, understand relationships, and make informed judgments or decisions, mimicking human-like understanding.

A Committee Machine (ML) employs several neural networks’ responses to enhance machine learning model performance, utilizing individual model strengths.

Cognitive Architecture is a theoretical model that outlines the inherent structures enabling minds to display intelligent behaviors, in both natural organisms and artificial systems. This model covers how fixed mental structures operate with knowledge and skills to foster intelligent behavior in complex environments.

Cobweb is an innovative system by Professor Douglas H. Fisher, used for hierarchical conceptual clustering. It forms a classification tree, with each node symbolizing a class or concept, labeled by a probabilistic description of that concept. This system is remarkable for organizing numerous observations strategically.

Cluster analysis is a strategic method applied in data mining and machine learning, focusing on classifying similar data points together due to their shared attributes or features.

Precision Vs Recall deals with the accuracy and completeness of relevant items identified. Precision ensures the accuracy of identified items, while Recall tests the successful detection of all correct ones.