Improper choice causes reconstruction distortions and for and reconstruction becomes useless.
It is shown for the problem of estimating of the correlation dimension for the model data, that weighting sometimes can improve the results, but it require the precise knowledge of , too large values lead to false dimension estimates. The results for both model and experimental data are presented. A. Potapov, submitted to Physica D, 1995. A.B. Potapov, A.I. Rakhmanov, Phys.