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 | − 0.000153 | − 0.000151 ± 0.003051 | − 0.003929 | − 0.000420 | 0.002098 |
V10 | − 0.006265 | − 0.006065 ± 0.003414 | − 0.011673 | − 0.006966 | − 0.002738 |
V15 | − 0.011190 | − 0.011556 ± 0.003186 | − 0.015670 | − 0.011981 | − 0.006128 |
V20 | 0.000090 | 0.000023 ± 0.003806 | − 0.003273 | 0.000171 | 0.007839 |
V25 | 0.272327 | 0.274107 ± 0.003175 | 0.266316 | 0.270652 | 0.277722 |
V29 | 0.141168 | 0.141790 ± 0.003782 | 0.135513 | 0.141922 | 0.146332 |