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 |