Table 6. LOOCV accuracy on the leukemia dataset.
T-test | Entropy | ROC | Wilcoxon | SNR | AHP | |
---|---|---|---|---|---|---|
MLP | 95.83 (98.61–15) | 95.14 (98.61–15) | 96.30 (98.61–20) | 95.14 (100–30) | 91.20 (94.44–30) | 97.69 (100–6) |
SVM | 93.75 (98.61–15) | 94.68 (100–15) | 93.29 (100–10) | 94.91 (100–10) | 88.19 (98.61–10) | 96.06 (100–6) |
FARTMAP | 96.30 (98.61–3) | 94.44 (98.61–30) | 96.53 (98.61–6) | 96.30 (98.61–6) | 94.44 (98.61–15) | 96.76 (100–6) |
FSAM | 96.99 (100–10) | 96.53 (98.61–30) | 97.22 (100–10) | 97.92 (100–15) | 95.60 (100–15) | 98.38 (100–15) |