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Table 6 Correlation between V38 and 6 other features in Power data

From: Exploring and cleaning big data with random sample data blocks

Feature

True value

Summary of RSP-based estimates

Mean ± StdDev

5th percentile

50th percentile

95th percentile

V3

0.8512235

0.7536487 ± 0.1524914

0.5233034

0.7376381

0.9631805

V15

0.8720032

0.8009430 ± 0.1265738

0.6350162

0.7963755

0.9701548

V37

0.96786065

0.97107535 ± 0.02932448

0.93525808

0.97572809

0.99619922

V39

0.95651256

0.96303372 ± 0.02644475

0.92738897

0.96685111

0.99514627

V65

0.8905704

0.8496362 ± 0.0984346

0.6913239

0.8548659

0.9741665

V98

0.8527415

0.7653636 ± 0.1444491

0.5650703

0.7657670

0.9650463

  1. RSP-based coefficients were calculated from a sample of RSP blocks (\(g=100\))