Work

Algorithm selection via meta-learning

Year: 2002

Type: dissertation

Abstract: The goal of this thesis is to provide support to the analyst in selecting the appropriate classification algorithm for a specific problem, taking into consideration the nature of the problem. We make no distinction between an algorithm and the representational model of the algorithm, we consider the learning algorithm as the entity to be selected [...]

Source: Archive ouverte UNIGE (University of Geneva)

DOI: 10.13097/archive-ouverte/unige:104435

Author: Kalousis, Alexandros

Language: English

Topic: Machine Learning and Data Classification

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2809054435

Cites:

Cited by: 91

Related to: 10