Dimension Estimation Using Weighted Correlation Dimension Method

Table 1

Intrinsic dimension estimation of synthetic datasets with different methods.

Dataset	Data dim.	Sample size	Improved corr. dim.	Corr. dim.	MLE	GMST
Koch curve	1-2	1025	1.3801	1.1206	1.7481	1.3424
S-curve	2	2000	2.0005	1.9567	1.9865	2.0994