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
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;
Conference_Titel :
Machine Learning for Signal Processing (MLSP), 2012 IEEE International Workshop on
Conference_Location :
Santander
Print_ISBN :
978-1-4673-1024-6
Electronic_ISBN :
1551-2541
DOI :
10.1109/MLSP.2012.6349770
