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. 2015 Mar 30;10(3):e0120364. doi: 10.1371/journal.pone.0120364

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)