The multi-class metric problem in nearest neighbour discrimination rules

Pattern Recognition

Volumn 23, Issue 11, 1990, Pages 1291-1297

  Myles, J P ^a   Hand, D J ^a  

^a OPEN UNIVERSITY   (United Kingdom)

Author keywords

Discrimination; Metric; Multi class; Nearest neighbour method; Simulation

Indexed keywords

COMPUTER SIMULATION - APPLICATIONS; PROBABILITY;

EUCLIDEAN METRIC; LOCAL METRIC; MULTI-CLASS METRIC PROBLEM; NEAREST NEIGHBOUR DISCRIMINATION RULES;

PATTERN RECOGNITION;

EID: 0025626022     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/0031-3203(90)90123-3     Document Type: Article

References (6)

1. The nearest neighbour decision rule
2. A new nearest neighbour distance measure
3. Optimal distance measure for nearest neighbour classification
4. A parametrically defined nearest neighbour measure
5. An optimal global nearest neighbour metric
6. Density identification and risk estimation