Table 7 Proportions of errors, outliers, missing and valid values in V38
From: Exploring and cleaning big data with random sample data blocks
Category | True value | Summary of RSP-based proportions | |||
|---|---|---|---|---|---|
Mean ± StdDev | 5th percentile | 50th percentile | 95th percentile | ||
Errors | 0.00000154 | 0.00001408 ± 0.00001408 | 0 | 0 | 0 |
Outliers | 0.03630323 | 0.03663272 ± 0.002324408 | 0.03328592 | 0.03656265 | 0.04053885 |
Missing values | 0.53230704 | 0.5320224 ± 0.005352080 | 0.52315101 | 0.53212264 | 0.54086298 |
Valid values | 0.43138819 | 0.4313435 ± 0.005839722 | 0.42173133 | 0.43105753 | 0.44055828 |