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Table 11

Average values of the performance metrics E and σ (see Sect. 5.2) over all sets, obtained by the B-SPLINE, IDW, Kriging and RBF methods in the Star Challenge.

Method E(e) σ(e) E(R2) σ(R2)

B-splines 2.03 × 10-2 8.57 × 10-4 1.90 × 10-1 8.25 × 10-4
IDW 2.04 × 10-2 8.69 × 10-4 1.92 × 10-1 1.07 × 10-3
RBF 2.26 × 10-2 9.73 × 10-4 1.98 × 10-1 1.39 × 10-3
Kriging 3.17 × 10-2 1.26 × 10-3 2.22 × 10-1 2.18 × 10-3

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