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Table 2 Dataset statistics and properties

From: A survey on graph kernels

DatasetPropertiesLabelsAttributesRef.
 GraphsClas.Avg. |V|Avg. |E|VertexEdgeVertexEdge 
AIDS2000215.6916.20+++ (4)(Riesen and Bunke 2008)
BZR405235.7538.36++ (3)(Sutherland et al. 2003)
COX2467241.2243.45++ (3)(Sutherland et al. 2003)
DHFR467242.4344.54++ (3)(Sutherland et al. 2003)
DD11782284.32715.66+(Dobson and Doig 2003; Shervashidze et al. 2011)
ENZYMES600632.6362.14++ (18)(Borgwardt et al. 2005; Schomburg et al. 2004)
FRANKENSTEIN4337216.9017.88+ (780)(Orsini et al. 2015)
IMDB-BINARY1000219.7796.53(Yanardag and Vishwanathan 2015a)
IMDB-MULTI1500313.0065.94(Yanardag and Vishwanathan 2015a)
Mutagenicity4337230.3230.77++(Riesen and Bunke 2008; Kazius et al. 2005)
MSRC-9221840.5897.94+(Neumann et al. 2016)
MSRC-215632077.52198.32+(Neumann et al. 2016)
MSRC-21C2092040.2896.60+(Neumann et al. 2016)
MUTAG188217.9319.79++(Debnath et al. 1991; Kriege and Mutzel 2012)
NCI14110229.8732.30+(Shervashidze et al. 2011)
NCI1094127229.6832.13+(Shervashidze et al. 2011)
PTC-FM349214.1114.48++(Helma et al. 2001; Kriege and Mutzel 2012)
PTC-FR351214.5615.00++(Helma et al. 2001; Kriege and Mutzel 2012)
PTC-MM336213.9714.32++(Helma et al. 2001; Kriege and Mutzel 2012)
PTC-MR344214.2914.69++(Helma et al. 2001; Kriege and Mutzel 2012)
PROTEINS1113239.0672.82++ (1)(Borgwardt et al. 2005; Dobson and Doig 2003)
REDDIT-BINARY20002429.63497.75(Yanardag and Vishwanathan 2015b)
SYNTHETICnew3002100.00196.25+ (1)(Feragen et al. 2013)
Synthie400495.00173.92+ (15)(Morris et al. 2016)
Tox21-AR9362218.3918.84++(Tox21 Data Challenge 2014)
Tox21-MMP7320217.4917.83++(Tox21 Data Challenge 2014)
Tox21-AHR8169218.0918.50++(Tox21 Data Challenge 2014)