Abstract
A method for recursive optimization of an extended Fisher (ExF) discriminant criterion is proposed. The method consists of obtaining a discriminant direction which optimizes the ExF criterion, transforming the data along it into data with greater class overlap, and iterating to obtain the next discriminant direction. An application to a medical dataset indicates the potential of the proposed method for finding a sequence of oblique directions with significant class separation.
| Original language | English |
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| Pages | 708-711 |
| Number of pages | 4 |
| State | Published - 1 Dec 1996 |
| Event | Proceedings of the 1996 3rd IEEE International Conference on Electronics, Circuits, and Systems, ICECS. Part 2 (of 2) - Rodos, Greece Duration: 13 Oct 1996 → 16 Oct 1996 |
Conference
| Conference | Proceedings of the 1996 3rd IEEE International Conference on Electronics, Circuits, and Systems, ICECS. Part 2 (of 2) |
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| City | Rodos, Greece |
| Period | 13/10/96 → 16/10/96 |
ASJC Scopus subject areas
- General Engineering