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Table 4 Average ROC values and the corresponding standard deviations over 11 splittings on the Ligand Data Set. One of the splittings was specified by the contributor of the data and the remaining ten splittings are randomly generated.

From: Adaptive diffusion kernel learning from biological networks for protein function prediction

Algorithm Average ROC Standard deviation
uBaseline 0.8326 0.0064
rBaseline 0.8181 0.0062
eBaseline 0.8193 0.0070
DKL 0.8493 0.0034
DKLKL 0.8493 0.0032
DKL KL u MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGaeeiraqKaee4saSKaeeitaW0aa0baaSqaaiabbUealjabbYeambqaaiabbwha1baaaaa@32FA@ 0.8318 0.0061
MDKL 0.8507 0.0033
mDKLKL 0.8507 0.0033
mDKL KL u MathType@MTEF@5@5@+=feaafiart1ev1aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGaeeyBa0MaeeiraqKaee4saSKaeeitaW0aa0baaSqaaiabbUealjabbYeambqaaiabbwha1baaaaa@345B@ 0.8209 0.0031