Application of Discrete Wavelet Transform in Shapelet-Based Classification

Table 1

Datasets used in the experiments.

#	Dataset	Type	Train	Test	Length	Class
1	ECG200	ECG	100	100	96	2
2	ECGFiveDays	ECG	100	861	136	2
3	TwoLeadECG	ECG	100	1139	82	2
4	ECG5000	ECG	100	4500	140	5
5	BeetleFly	Image	20	20	512	2
6	BirdChicken	Image	20	20	512	2
7	DistalPhalanxOutlineCorrect	Image	20	276	80	2
8	Herring	Image	20	64	512	2
9	MiddlePhalanxOutlineCorrect	Image	20	291	80	2
10	PhalangesOutlinesCorrect	Image	276	858	80	2
11	ProximalPhalanxOutlineCorrect	Image	64	291	80	2
12	Yoga	Image	291	3000	426	2
13	FaceFour	Image	858	88	350	4
14	Fish	Image	291	175	463	7
15	ArrowHead	Image	3000	175	251	3
16	Earthquakes	Sensor	139	139	512	2
17	FordA	Sensor	139	1320	500	2
18	FordB	Sensor	139	810	500	2
19	ItalyPowerDemand	Sensor	139	1029	24	2
20	MoteStrain	Sensor	139	1252	84	2
21	SonyAIBORobotSurface1	Sensor	139	601	70	2
22	DodgerLoopGame	Sensor	139	138	288	2
23	DodgerLoopWeekend	Sensor	139	138	288	2
24	Plane	Sensor	139	105	144	7
25	Car	Sensor	139	60	577	4