Table 7.

Classification accuracy of various machine learning models on UCR datasets.

Dataset	SRC-AL	SRC	1NN-DTW	RF	SVM
ECGFiveDays	0.974	0.971	0.768	0.787	0.974
ECG2000	0.920	0.900	0.770	0.819	0.770
SonyAIBORobotSurface1	0.890	0.757	0.725	0.733	0.677
Ham	0.762	0.619	0.467	0.722	0.619
Herring	0.672	0.609	0.531	0.572	0.625
BeetleFly	0.900	0.650	0.700	0.825	0.900