From: SFSSClass: an integrated approach for miRNA based tumor classification
Classifier | After feature and sample selection | Classification accuracy (%) | ||
---|---|---|---|---|
 | No. of miRNAs | No. of Samples | No. of Classes |  |
SFSSClass | 91 | 37 | 9 | 82.35 |
USC | 187 | 77 | 11 | 41.17 |
DFL(Discretized data) | 3 | 23 | 4 | 58.82 |
C4.5 | 3 | 23 | 4 | 52.94 |
RIP | 3 | 23 | 4 | 35.29 |
NB | 42 | 23 | 4 | 35.29 |
kNN1 | 42 | 23 | 4 | 47.05 |
kNN5 | 42 | 23 | 4 | 58.82 |
SVM | 42 | 23 | 4 | 58.82 |
Classifier Fusion | 40(miRNA)+40(mRNA) | 68 | 11 | 76.47 |
Bagged Fuzzy kNN | 40 | 68 | 11 | 70.58 |
PNN | 173 | 68 | 11 | 70.58 |