DocumentCode
2172929
Title
The eighth annual MLSP competition: Second place team
Author
Huttunen, Heikki ; Erkkilä, Timo ; Ruusuvuori, Pekka ; Manninen, Tapio
Author_Institution
Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
fYear
2012
fDate
23-26 Sept. 2012
Firstpage
1
Lastpage
2
Abstract
This paper describes our submission to the eighth annual MLSP competition organized by Amazon during the 2012 IEEE MLSP workshop. Our approach is based on a nearest-neighbor-like classifier with a distance metric learned from samples. The method was second in the final standings with prediction accuracy of 81 %, while the winning submission was 87 % accurate.
Keywords
learning (artificial intelligence); pattern classification; 2012 IEEE MLSP workshop; Amazon; distance metric; eighth annual MLSP competition; final standings; nearest-neighbor-like classifier; second place team; winning submission; Accuracy; Conferences; Logistics; Measurement; Training; Training data; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning for Signal Processing (MLSP), 2012 IEEE International Workshop on
Conference_Location
Santander
ISSN
1551-2541
Print_ISBN
978-1-4673-1024-6
Electronic_ISBN
1551-2541
Type
conf
DOI
10.1109/MLSP.2012.6349770
Filename
6349770
Link To Document