generalizálás
Generalization is a fundamental concept in various fields such as mathematics, statistics, machine learning, and philosophy. It refers to the process of deriving general principles or conclusions from specific observations or instances. This process allows for the application of knowledge or theories beyond the immediate context in which they were initially developed.
In mathematics, generalization involves extending the scope of a theorem or concept to include more general
In statistics, generalization is crucial for making inferences about a population based on a sample. Statistical
In machine learning, generalization is a key goal of model training. The aim is to create models
In philosophy, generalization is a method used to derive universal principles from particular instances. This process
Effective generalization requires careful consideration of the underlying assumptions and the limitations of the specific observations