2 papers
cs.LG2018
A New ECOC Algorithm for Multiclass Microarray Data Classification
Mengxin Sun, Kunhong Liu, Qingqi Hong +1
The classification of multi-class microarray datasets is a hard task because of the small samples size in each class and the heavy overlaps among classes. To effectively solve thes…
cs.AI2018
A Novel ECOC Algorithm with Centroid Distance Based Soft Coding Scheme
Kaijie Feng, Kunhong Liu, Beizhan Wang
In ECOC framework, the ternary coding strategy is widely deployed in coding process. It relabels classes with {"-1,0,1" }, where -1/1 means to assign the corresponding classes to t…