Table 5. LOOCV accuracy on the DLBCL dataset.
T-test | Entropy | ROC | Wilcoxon | SNR | AHP | |
---|---|---|---|---|---|---|
MLP | 94.44 (98.61–30) | 94.44 (98.61–30) | 95.83 (98.61–6) | 95.37 (97.22–10) | 92.59 (95.83–20) | 96.97 (98.70–3) |
SVM | 95.24 (97.40–6) | 91.77 (97.40–30) | 97.84 (100–10) | 97.62 (100–3) | 97.84 (98.70–3) | 98.05 (100–3) |
FARTMAP | 93.51 (98.70–15) | 94.37 (98.70–10) | 92.86 (98.70–6) | 94.81 (100–6) | 96.10 (100–3) | 97.19 (100–3) |
FSAM | 94.59 (97.40–10) | 94.37 (98.70–15) | 98.27 (100–6) | 96.32 (98.70–10) | 97.84 (100–10) | 98.70 (100–6) |