Table 12 Proportions of errors, outliers, missing and valid values in ArrDelay in AirOnTime87to12 data
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 | 0 ± 0 | 0 | 0 | 0 |
Outliers | 0.07903821 | 0.07931381 ± 0.00185624 | 0.07680381 | 0.07920513 | 0.08183604 |
Missing values | 0.02047453 | 0.02039184 ± 0.00111821 | 0.01903729 | 0.02016446 | 0.02201047 |
Valid values | 0.90048725 | 0.9002944 ± 0.00227722 | 0.8977497 | 0.9003487 | 0.9037174 |