There are several strategies of handling missing data, for example delete all instances where there is at least one missing value, replacing missing attribute values by the attribute mean, or estimating each of the missing values using the values that are present in the dataset (interpolation) [6].
Quality filtering was performed according to an established flag value, with values that are Present (P), Marginal (M) or Absent (A) assigned to the marker.
For those values that were present, the correlation of time values between the original database and the values recreated by the algorithm was over 90%.
These PC values were then compared to all other pairwise PC values that were present in the data set from [ 31].
Table 4 compares the ratings for the single values across medicine and business & finance (only for the eight values that were present in both domains).
This analysis is shown in Online Resource 2. Note that this approach does not use the knowledge that a missing value is assumed to be too low to be measured and therefore lower than the values that are present.
Simulation results when the ring radius used is 10.0 μm, and the other selected parameters are close to the practical device values that are presented and discussed.
Nevertheless, all the clock frequency values that are presented in Table 4 clearly evidence the high processing rates that are offered by all the devised PEs.
In this context, ideologies may be understood as sets of doctrines, beliefs, ideas, or values that are presented as implicit, natural, or self-evident, despite their being shaped by particular social, cultural, and political interests.
The vast majority of ω values that are presented are much less than one.
