Dimension Estimation Using Weighted Correlation Dimension Method

Table 2

Intrinsic dimension estimation of real datasets with different methods.

Dataset	Data dim.	Sample size	Improved corr. dim.	Corr. dim.	MLE	GMST
Laser generated data	2.06	1000	2.1027	1.9379	2.7124	1.9842
Ikeda map	1.7	2000	1.6889	1.6348	1.8010	1.8082
Hénon map	1.3	2000	1.3584	1.1989	1.5206	1.1962