classification noise
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Classification noise detection based SMO algorithm

Optik ◽  
2016 ◽  
Vol 127 (17) ◽  
pp. 7021-7029 ◽  
Author(s):  
Yueguo Luo ◽  
Zhongyang Xiong ◽  
Shuyin Xia ◽  
Haijun Tan ◽  
Jianping Gou
Keyword(s):  
Noise Detection ◽  
Smo Algorithm ◽  
Classification Noise

Relative density-based classification noise detection

Optik ◽  
2014 ◽  
Vol 125 (22) ◽  
pp. 6829-6834 ◽  
Author(s):  
Shu-yin Xia ◽  
Zhong-yang Xiong ◽  
Yun He ◽  
Kuang Li ◽  
Li-mei Dong ◽  
...  
Keyword(s):  
Relative Density ◽  
Noise Detection ◽  
Classification Noise

PAC-learning in the presence of one-sided classification noise

2012 ◽  
Vol 71 (4) ◽  
pp. 283-300 ◽  
Author(s):  
Hans Ulrich Simon
Keyword(s):  
Pac Learning ◽  
Classification Noise

scholarly journals Learning Boolean functions in AC0 on attribute and classification noise—Estimating an upper bound on attribute and classification noise

2011 ◽  
Vol 412 (35) ◽  
pp. 4650-4660
Author(s):  
Akinobu Miyata ◽  
Jun Tarui ◽  
Etsuji Tomita
Keyword(s):  
Upper Bound ◽  
Boolean Functions ◽  
Learning Boolean Functions ◽  
Classification Noise

scholarly journals Quiet in Class: Classification, Noise and the Dendritic Cell Algorithm

2011 ◽  
pp. 173-186 ◽  
Author(s):  
Feng Gu ◽  
Jan Feyereisl ◽  
Robert Oates ◽  
Jenna Reps ◽  
Julie Greensmith ◽  
...  
Keyword(s):  
Dendritic Cell ◽  
Dendritic Cell Algorithm ◽  
Classification Noise

scholarly journals Random classification noise defeats all convex potential boosters

2009 ◽  
Vol 78 (3) ◽  
pp. 287-304 ◽  
Author(s):  
Philip M. Long ◽  
Rocco A. Servedio
Keyword(s):  
Classification Noise
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