Datasets.md

Audio datasets

#	Dataset name	Num. instances	Num. attributes	Num. classes	Sample rate (hz)	% of second
1	Aphids	3,211	5,000	4	~	~
2	CatsDogs	277	14,773	2	16,000	0.92
3	DuckDuckGeese	100	23,6784	5	44,100	5.37
4	FordA	4921	500	2	~	~
5	FordB	4446	500	2	~	~
6	FruitFlies	34,518	5,000	3	8,000	0.63
7	Heartbeat	409	18,530	2	2,000	9.27
8	HeartbeatSound	585	3,053	5	4,000	0.76
9	InsectWingbeat	50,000	600	10	6,000	0.10
10	MosquitoWingbeat	279,566	3,750	6	6,000	0.63

General time series dataset (missing values)

#	Dataset name	Num. Instances	Num. classes
1	AllGestureWiimoteX	1000	10
2	AllGestureWiimoteY	1000	10
3	AllGestureWiimoteZ	1000	10
4	DodgerLoopDay	158	7
5	DodgerLoopGame	158	2
6	DodgerLoopWeekend	158	2
7	Fungi	204	18
8	GestureMidAirD1	338	26
9	GestureMidAirD2	338	26
10	GestureMidAirD3	338	26
11	GesturePebbleZ1	304	6
12	GesturePebbleZ2	304	6
13	MelbournePedestrian	3650	10
14	PickupGestureWiimoteZ	100	10
15	PLAID	1074	11
16	ShakeGestureWiimoteZ	100	10

General time series datasets (No missing values)

#	Dataset name	Num. Instances	Num. attributes	Num. classes	Type
1	ACSF1	200	1460	10	Device
2	Adiac	781	176	37	Image
3	ArrowHead	211	251	3	Image
4	Beef	60	470	5	Spectro
5	BeetleFly	40	512	2	Image
6	BirdChicken	40	512	2	Image
7	BME	180	128	3	Simulated
8	Car	120	577	4	Sensor
9	CBF	930	128	3	Simulated
10	Chinatown	365	24	2	Traffic
11	ChlorineConcentration	4307	166	3	Sensor
12	CinCECGTorso	1420	1639	4	Sensor
13	Coffee	56	286	2	Spectro
14	Computers	500	720	2	Device
15	CricketX	780	300	12	Motion
16	CricketY	780	300	12	Motion
17	CricketZ	780	300	12	Motion
18	Crop	24000	46	24	Image
19	DiatomSizeReduction	322	345	4	Image
20	DistalPhalanxOutlineAgeGroup	539	80	3	Image
21	DistalPhalanxOutlineCorrect	876	80	2	Image
22	DistalPhalanxTW	539	80	6	Image
23	Earthquakes	461	512	2	Sensor
24	ECG200	200	96	2	ECG
25	ECG5000	5000	140	5	ECG
26	ECGFiveDays	884	136	2	ECG
27	ElectricDevices	16637	96	7	Device
28	EOGHorizontalSignal	724	1250	12	EOG
29	EOGVerticalSignal	724	1250	12	EOG
30	EthanolLevel	1004	1751	4	Spectro
31	FaceAll	2250	131	14	Image
32	FaceFour	112	350	4	Image
33	FacesUCR	2250	131	14	Image
34	FiftyWords	905	270	50	Image
35	Fish	350	463	7	Image
36	FordA	4921	500	2	Sensor
37	FordB	4446	500	2	Sensor
38	FreezerRegularTrain	3000	301	2	Sensor
39	FreezerSmallTrain	2878	301	2	Sensor
40	GunPoint	200	150	2	Motion
41	GunPointAgeSpan	451	150	2	Motion
42	GunPointMaleVersusFemale	451	150	2	Motion
43	GunPointOldVersusYoung	451	150	2	Motion
44	Ham	214	431	2	Spectro
45	HandOutlines	1370	2709	2	Image
46	Haptics	463	1092	5	Motion
47	Herring	128	512	2	Image
48	HouseTwenty	135	3000	2	Device
49	InlineSkate	650	1882	7	Motion
50	InsectEPGRegularTrain	311	601	3	EPG
51	InsectEPGSmallTrain	266	601	3	EPG
52	InsectWingbeatSound	2200	256	11	Sensor
53	ItalyPowerDemand	1096	24	2	Sensor
54	LargeKitchenAppliances	750	720	3	Device
55	Lightning2	121	637	2	Sensor
56	Lightning7	143	319	7	Sensor
57	Mallat	2400	1024	8	Simulated
58	Meat	120	448	3	Spectro
59	MedicalImages	1141	99	10	Image
60	MiddlePhalanxOutlineAgeGroup	554	80	3	Image
61	MiddlePhalanxOutlineCorrect	891	80	2	Image
62	MiddlePhalanxTW	553	80	6	Image
63	MixedShapes	2925	1024	5	Image
64	MixedShapesSmallTrain	2525	1024	5	Image
65	MoteStrain	1272	84	2	Sensor
66	NonInvasiveFatalECGThorax1	3765	750	42	ECG
67	NonInvasiveFatalECGThorax2	3765	750	42	ECG
68	OliveOil	60	570	4	Spectro
69	OSULeaf	442	427	6	Image
70	PhalangesOutlinesCorrect	2658	80	2	Image
71	Phoneme	2110	1024	39	Sensor
72	PigAirwayPressure	312	2000	52	Hemodynamics
73	PigArtPressure	312	2000	52	Hemodynamics
74	PigCVP	312	2000	52	Hemodynamics
75	Plane	210	144	7	Sensor
76	PowerCons	360	144	2	Power
77	ProximalPhalanxOutlineAgeGroup	605	80	3	Image
78	ProximalPhalanxOutlineCorrect	891	80	2	Image
79	ProximalPhalanxTW	605	80	6	Image
80	RefrigerationDevices	750	720	3	Device
81	Rock	70	2844	4	Spectrum
82	ScreenType	750	720	3	Device
83	SemgHandGenderCh2	900	1500	2	Spectrum
84	SemgHandMovementCh2	900	1500	6	Spectrum
85	SemgHandSubjectCh2	900	1500	5	Spectrum
86	ShapeletSim	200	500	2	Simulated
87	ShapesAll	1200	512	60	Image
88	SmallKitchenAppliances	750	720	3	Device
89	SmoothSubspace	300	15	3	Simulated
90	SonyAIBORobotSurface1	621	70	2	Sensor
91	SonyAIBORobotSurface2	980	65	2	Sensor
92	StarLightCurves	9236	1024	3	Sensor
93	Strawberry	983	235	2	Spectro
94	SwedishLeaf	1125	128	15	Image
95	Symbols	1020	398	6	Image
96	SyntheticControl	600	60	6	Simulated
97	ToeSegmentation1	268	277	2	Motion
98	ToeSegmentation2	166	343	2	Motion
99	Trace	200	275	4	Sensor
100	TwoLeadECG	1162	82	2	ECG
101	TwoPatterns	5000	128	4	Simulated
102	UMD	180	150	3	Simulated
103	UWaveGestureLibraryAll	4478	945	8	Motion
104	UWaveGestureLibraryX	4478	315	8	Motion
105	UWaveGestureLibraryY	4478	315	8	Motion
106	UWaveGestureLibraryZ	4478	315	8	Motion
107	Wafer	7164	152	2	Sensor
108	Wine	111	234	2	Spectro
109	WordSynonyms	905	270	25	Image
110	Worms	258	900	5	Motion
111	WormsTwoClass	258	900	2	Motion
112	Yoga	3300	426	2	Image