Graph kernel datasets performance with simple features

results.md

name	graph size	node labels	max. class prob
AIDS	99.69	99.54	80.00
BZR	80.12	83.65	78.77
BZR_MD	62.19	66.28	51.31
COIL-DEL	7.95	nan	1.00
COIL-RAG	5.48	nan	1.00
COLLAB	68.20	nan	52.00
COX2	77.85	77.85	78.16
COX2_MD	50.30	64.51	51.16
DD	75.59	79.71	58.66
DHFR	60.65	65.31	60.98
DHFR_MD	66.77	68.00	67.94
ENZYMES	23.83	38.98	16.67
ER_MD	66.08	71.21	59.42
FIRSTMM_DB	7.56	10.14	14.63
FRANKENSTEIN	63.90	nan	55.36
IMDB-BINARY	69.74	nan	50.00
IMDB-MULTI	45.12	nan	33.33
KKI	55.12	48.37	55.42
Letter-high	33.69	nan	6.67
Letter-low	41.62	nan	6.67
Letter-med	37.22	nan	6.67
MSRC_21	10.36	81.12	6.04
MSRC_21C	15.48	75.53	13.88
MSRC_9	17.95	88.54	13.57
MUTAG	84.21	84.10	66.49
Mutagenicity	64.65	71.35	55.36
NCI1	62.49	64.43	50.05
NCI109	62.06	64.88	50.38
OHSU	53.54	50.80	55.70
PROTEINS	72.60	75.39	59.57
PROTEINS_full	72.60	75.09	59.57
PTC_FM	62.03	63.35	59.03
PTC_FR	64.10	66.42	65.53
PTC_MM	62.35	65.21	61.61
PTC_MR	56.55	62.33	55.81
Peking_1	53.59	53.47	57.65
REDDIT-BINARY	83.98	nan	50.00
REDDIT-MULTI-12K	36.36	nan	21.73
REDDIT-MULTI-5K	47.88	nan	20.00
SYNTHETIC	43.36	43.49	50.00
SYNTHETICnew	62.51	nan	50.00
Synthie	51.09	nan	27.50
Tox21_AHR	88.39	88.40	88.37
Tox21_AR-LBD	96.45	96.49	96.48
Tox21_AR	95.93	95.95	95.94
Tox21_ARE	84.65	84.65	84.68
Tox21_ATAD5	96.27	96.29	96.28
Tox21_ER	87.83	87.81	87.83
Tox21_ER_LBD	94.90	94.90	94.90
Tox21_HSE	94.76	94.77	94.75
Tox21_MMP	84.36	84.93	84.40
Tox21_PPAR-gamma	97.28	97.27	97.29
Tox21_aromatase	95.02	94.99	95.02
Tox21_p53	93.77	93.78	93.78

Experimental settings: Gaussian SVC with C=1, 90/10 train/test split.
"Graph size" baseline is a vector with 2 elements: number of nodes and edges is a particular graph.