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Table 5 Average Area Under the TPR@k curve and p-values obtained by the Wilcoxon signed-rank test with the Bonferroni correction

From: Prediction of new associations between ncRNAs and diseases exploiting multi-type hierarchical clustering

 

Average Area Under TPR@k

p-values

Method

HMDD v3.0 dataset

ID dataset

LP-HCLUS vs ncPred

ncPred

0.087370

0.015365

 

LP-HCLUS_MAX_L1

0.088130

0.070639

0.005833 (+)

LP-HCLUS_MAX_L2

0.109292

0.054821

0.000266 (+)

LP-HCLUS_MAX_L3

0.104244

0.055141

0.000266 (+)

  1. The best result for each dataset is emphasized in boldface. (+) indicates that LP-HCLUS significantly outperforms ncPred (p-value <0.01)
  2. The best result is highlighted in boldface.
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BMC Bioinformatics

ISSN: 1471-2105

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