Table 9: SVM classification of 130 UTS datasets, individual performance. Results are averaged across 10 different seeds.
NVARk*	NVARk	rmESN	TCK	GAK	SINK
ACSF1	0.835	0.826	0.792	0.646	0.396	0.800
AbnormalHeartbeat	0.707	0.737	0.688	0.733	0.716(*)	0.730
Adiac	0.749	0.709	0.638	0.623	0.598	0.731
AllGestureWiimoteX	0.673	0.676	0.608	0.471	0.527(*)	0.584
AllGestureWiimoteY	0.733	0.631	0.693	0.444	0.548(*)	0.651
AllGestureWiimoteZ	0.674	0.625	0.591	0.452	0.505(*)	0.622
ArrowHead	0.823	0.834	0.577	0.672	0.794	0.842
BME	0.973	0.927	0.983	0.967	0.953	0.971
Beef	0.847	0.590	0.783	0.610	0.897(*)	0.933
BeetleFly	0.800	0.950	0.880	0.645	0.850(*)	0.850
BirdChicken	0.850	1.000	0.785	0.590	0.700(*)	0.800
CBF	0.979	0.958	0.894	0.968	0.925	0.994
Car	0.833	0.733	0.612	0.693	0.825(*)	0.800
CatsDogs	0.737	0.726	0.709	0.663	0.626(*)	0.725
Chinatown	0.950	0.962	0.944	0.985	0.973	0.969
ChlorineConcentration	0.868	0.701	0.847	0.568	0.601	0.879
CinCECGTorso	0.914	0.849	0.834	0.850	0.888(*)	0.749
Coffee	0.964	0.964	1.000	0.971	0.968	1.000
Computers	0.776	0.685	0.712	0.658	0.527(*)	0.595
CricketX	0.697	0.645	0.649	0.618	0.681	0.744
CricketY	0.682	0.554	0.586	0.656	0.635	0.723
CricketZ	0.697	0.680	0.656	0.647	0.658	0.761
Crop	0.731	0.703	0.753	0.729	time limit	time limit
DiatomSizeReduction	0.968	0.912	0.858	0.911	0.964	0.977
DistalPhalanxOutlineAgeGroup	0.763	0.741	0.718	0.750	0.705	0.719
DistalPhalanxOutlineCorrect	0.779	0.775	0.733	0.787	0.740	0.764
DistalPhalanxTW	0.705	0.676	0.644	0.654	0.675	0.655
DodgerLoopDay	0.462	0.392	0.448	0.679	0.635	0.575
DodgerLoopGame	0.790	0.776	0.774	0.825	0.871	0.868
DodgerLoopWeekend	0.957	0.920	0.914	0.986	0.986	0.978
ECG200	0.880	0.890	0.877	0.895	0.895	0.846
ECG5000	0.940	0.940	0.940	0.938	0.939	0.943
ECGFiveDays	0.984	0.995	0.878	0.831	0.997	1.000
EOGHorizontalSignal	0.566	0.573	0.538	0.419	0.422(*)	0.512
EOGVerticalSignal	0.479	0.453	0.283	0.323	0.373(*)	0.417
Earthquakes	0.748	0.748	0.748	0.748	0.750(*)	0.748
ElectricDevices	0.654	0.650	0.652	0.643	time limit	time limit
EthanolLevel	0.579	0.360	0.587	0.382	0.607(*)	0.562
FaceAll	0.772	0.775	0.856	0.749	0.884	0.768
FaceFour	0.784	0.540	0.519	0.925	0.857	0.830
FacesUCR	0.903	0.811	0.808	0.852	0.890	0.895
FiftyWords	0.562	0.565	0.659	0.676	0.720	0.751
Fish	0.960	0.966	0.811	0.769	0.857(*)	0.906
FordA	0.982	0.928	0.945	0.674	0.910(*)	0.925
FordB	0.868	0.800	0.825	0.583	0.759(*)	0.777
FreezerRegularTrain	0.989	0.956	0.964	0.963	0.985	0.980
FreezerSmallTrain	0.836	0.905	0.822	0.743	0.691	0.700
Fungi	0.656	0.952	0.866	0.930	0.982	1.000
GestureMidAirD1	0.662	0.591	0.535	0.448	0.535	0.554
GestureMidAirD2	0.546	0.565	0.452	0.295	0.538	0.483
GestureMidAirD3	0.238	0.248	0.204	0.177	0.290	0.215
GesturePebbleZ1	0.773	0.573	0.591	0.739	0.693(*)	0.725
GesturePebbleZ2	0.722	0.551	0.594	0.565	0.513(*)	0.618
GunPoint	0.987	1.000	0.963	0.961	0.960	0.980
GunPointAgeSpan	0.972	0.994	0.979	0.971	0.946	0.936
GunPointMaleVersusFemale	0.975	0.997	0.992	0.984	0.996	0.997
GunPointOldVersusYoung	1.000	1.000	1.000	1.000	1.000	1.000
Ham	0.717	0.739	0.707	0.730	0.748(*)	0.714
HandOutlines	0.948	0.945	0.866	0.884	0.917(*)	0.914
Haptics	0.525	0.399	0.437	0.444	0.445(*)	0.445
Herring	0.625	0.634	0.594	0.577	0.594(*)	0.605
HouseTwenty	0.916	0.923	0.900	0.893	0.785(*)	0.815
InlineSkate	0.543	0.470	0.443	0.310	0.340(*)	0.401
InsectEPGRegularTrain	1.000	1.000	1.000	1.000	1.000(*)	0.956
InsectEPGSmallTrain	1.000	1.000	1.000	1.000	1.000(*)	0.936
InsectWingbeatSound	0.312	0.372	0.515	0.638	0.632	0.617
ItalyPowerDemand	0.963	0.952	0.952	0.950	0.959	0.949
LargeKitchenAppliances	0.755	0.690	0.887	0.552	0.512(*)	0.794
Lightning2	0.738	0.725	0.811	0.715	0.797(*)	0.820
Lightning7	0.630	0.612	0.759	0.681	0.699	0.781
Mallat	0.959	0.936	0.909	0.939	0.924(*)	0.937
Meat	0.950	0.760	0.912	0.952	0.930(*)	0.933
MedicalImages	0.713	0.742	0.726	0.698	0.761	0.740
MelbournePedestrian	0.931	0.905	0.950	0.938	0.935	0.933
MiddlePhalanxOutlineAgeGroup	0.591	0.630	0.578	0.574	0.631	0.631
MiddlePhalanxOutlineCorrect	0.866	0.834	0.779	0.786	0.632	0.811
MiddlePhalanxTW	0.552	0.558	0.560	0.588	0.580	0.594
MixedShapesRegularTrain	0.946	0.936	0.913	0.874	0.903(*)	0.923
MixedShapesSmallTrain	0.913	0.867	0.798	0.817	0.846(*)	0.885
MoteStrain	0.812	0.792	0.694	0.882	0.861	0.870
NonInvasiveFetalECGThorax1	0.930	0.924	0.935	0.890	0.922(*)	0.937
NonInvasiveFetalECGThorax2	0.943	0.935	0.938	0.903	0.942(*)	0.950
OSULeaf	0.955	0.909	0.845	0.475	0.585(*)	0.707
OliveOil	0.867	0.867	0.793	0.853	0.407(*)	0.700
PLAID	0.737	0.749	0.521	0.424	0.396(*)	0.393
PhalangesOutlinesCorrect	0.826	0.834	0.784	0.797	0.664	0.798
Phoneme	0.297	0.267	0.335	0.221	0.117(*)	0.193
PickupGestureWiimoteZ	0.600	0.560	0.680	0.550	0.642	0.614
PigAirwayPressure	0.856	0.702	0.226	0.109	0.122(*)	0.216
PigArtPressure	0.954	0.962	0.514	0.210	0.248(*)	0.779
PigCVP	0.926	0.885	0.815	0.152	0.173(*)	0.601
Plane	1.000	1.000	0.981	0.990	0.973	0.968
PowerCons	0.883	0.873	0.943	1.000	1.000	0.983
ProximalPhalanxOutlineAgeGroup	0.820	0.849	0.849	0.853	0.840	0.837
ProximalPhalanxOutlineCorrect	0.900	0.900	0.858	0.855	0.778	0.849
ProximalPhalanxTW	0.771	0.795	0.763	0.801	0.802	0.797
RefrigerationDevices	0.541	0.523	0.542	0.512	0.419(*)	0.483
Rock	0.644	0.686	0.514	0.546	0.618(*)	0.508
ScreenType	0.552	0.416	0.483	0.402	0.455(*)	0.423
SemgHandGenderCh2	0.871	0.840	0.829	0.886	0.912(*)	0.909
SemgHandMovementCh2	0.717	0.562	0.600	0.756	0.768(*)	0.829
SemgHandSubjectCh2	0.816	0.737	0.711	0.841	0.893(*)	0.913
ShakeGestureWiimoteZ	0.800	0.800	0.842	0.634	0.704	0.680
ShapeletSim	0.950	0.950	0.871	0.537	0.462(*)	0.800
ShapesAll	0.867	0.843	0.782	0.745	0.774(*)	0.834
SmallKitchenAppliances	0.656	0.607	0.706	0.630	0.508(*)	0.684
SmoothSubspace	0.960	0.945	0.903	0.980	0.943	0.900
SonyAIBORobotSurface1	0.945	0.930	0.807	0.936	0.708	0.894
SonyAIBORobotSurface2	0.918	0.928	0.834	0.829	0.816	0.879
StarLightCurves	0.976	0.966	0.969	0.937	0.946(*)	0.959
Strawberry	0.951	0.965	0.962	0.966	0.924	0.951
SwedishLeaf	0.922	0.929	0.916	0.907	0.895	0.930
Symbols	0.911	0.945	0.950	0.877	0.897	0.913
SyntheticControl	0.980	0.963	0.909	0.990	0.979	0.994
ToeSegmentation1	0.904	0.970	0.890	0.615	0.635	0.864
ToeSegmentation2	0.862	0.883	0.814	0.778	0.795	0.865
Trace	1.000	1.000	1.000	0.931	0.922	0.960
TwoLeadECG	0.978	1.000	0.871	0.692	0.861	0.978
TwoPatterns	0.988	0.822	0.767	0.997	0.953	0.999
UMD	0.993	0.986	0.856	0.963	0.961	0.932
UWaveGestureLibraryAll	0.967	0.706	0.727	0.946	0.958(*)	0.965
UWaveGestureLibraryX	0.697	0.698	0.631	0.766	0.772	0.792
UWaveGestureLibraryY	0.624	0.623	0.630	0.668	0.682	0.689
UWaveGestureLibraryZ	0.704	0.695	0.621	0.684	0.712	0.735
Wafer	0.993	0.992	0.995	0.993	0.995	0.998
Wine	0.722	0.815	0.794	0.707	0.606	0.667
WordSynonyms	0.434	0.440	0.572	0.596	0.647	0.669
Worms	0.779	0.822	0.808	0.569	0.621(*)	0.670
WormsTwoClass	0.805	0.827	0.805	0.568	0.662(*)	0.717
Yoga	0.831	0.822	0.793	0.795	0.845(*)	0.877