Primary Large Sample Partitioning for Diagnosis and Recognition Problem Solving on the Basis of Computational Intelligence Methods

• Date: 2013
• Main Author: Subbotin, S. A.
• Format: Article
• Language: Russian
• Published: Інститут проблем реєстрації інформації НАН України 2013
• Subjects: sample; dimension reduction; sample selection; recognition; diagnosis
• Online Access: http://drsp.ipri.kiev.ua/article/view/103417
• Journal Title: Data Recording, Storage & Processing

The new method of training and test sample forming from primary sample is proposed. It preserves in a generated sub-sample the most important topological properties of the original sample and did not even needs to load of the original sample into computer memory. It provides a sequential exemplar pr...