Skip to main content
. 2015 Aug 18;10(8):e0135832. doi: 10.1371/journal.pone.0135832

Table 10. Average AUC for each data set and algorithm over all p-value thresholds.

AUC BD CAD CD HT RA T1D T2D
RBF 0.5464 0.5692 0.5944 0.5292 0.7041 0.8405 0.5728
Lin 0.5453 0.5672 0.5911 0.5283 0.6983 0.8331 0.5693
MLP 0.5449 0.5659 0.5922 0.5263 0.6997 0.8357 0.5673
RF 0.5457 0.5629 0.5925 0.5255 0.6900 0.8360 0.5646
KNN 0.5377 0.5583 0.5921 0.5215 0.6834 0.7904 0.5583
DT 0.5253 0.5447 0.5495 0.5100 0.6173 0.7840 0.5461
LVQ 0.5227 0.5314 0.5436 0.5172 0.6222 0.7020 0.5272
Avg 0.5383 0.5571 0.5793 0.5226 0.6736 0.8031 0.5579

All values are AUCs averaged over all p-value thresholds for each data set and algorithm. The last row shows the average AUC for each data set over all p-value thresholds and algorithms.